https://www.oreilly.com/videos/building-ethereum-dapps/9781617295157AU/9781617295157AU-dapps_ch15/2026-06-26weekly0.6Chapter 15. Conclusions: Building Ethereum DappsThis chapter covers + The evolution of Ethereum + Alternative Ethereum implementations + Capabilities beyond the Ethereum blockchain1450https://www.oreilly.com/library/cover/9781617295157AU/2019-03-21courseyesnohttps://www.oreilly.com/videos/building-ethereum-dapps/9781617295157AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_part1/2026-06-26weekly0.6Part 1. Core PyTorch: Deep Learning with PyTorch1. Core PyTorch91https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c1/2026-06-26weekly0.6Chapter 1. Introducing deep learning and the PyTorch Library: Deep Learning with PyTorchThis chapter covers + How deep learning changes our approach to machine learning + Understanding why PyTorch is a good fit for deep learning + Examining a typical deep learning project + The hardware you’ll need to follow along with the examples2394https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c2/2026-06-26weekly0.6Chapter 2. Pretrained networks: Deep Learning with PyTorchThis chapter covers + Running pretrained image-recognition models + An introduction to GANs and CycleGAN + Captioning models that can produce text descriptions of images + Sharing models through Torch Hub2996https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c3/2026-06-26weekly0.6Chapter 3. It starts with a tensor: Deep Learning with PyTorchThis chapter covers + Understanding tensors, the basic data structure in PyTorch + Indexing and operating on tensors + Interoperating with NumPy multidimensional arrays + Moving computations to the GPU for speed3152https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c4/2026-06-26weekly0.6Chapter 4. Real-world data representation using tensors: Deep Learning with PyTorchThis chapter covers + Representing real-world data as PyTorch tensors + Working with a range of data types + Loading data from a file + Converting data to tensors + Shaping tensors so they can be used as inputs for neural network models4101https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c5/2026-06-26weekly0.6Chapter 5. The mechanics of learning: Deep Learning with PyTorchThis chapter covers + Understanding how algorithms can learn from data + Reframing learning as parameter estimation, using differentiation and gradient descent + Walking through a simple learning algorithm + How PyTorch supports learning with autograd3901https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c6/2026-06-26weekly0.6Chapter 6. Using a neural network to fit the data: Deep Learning with PyTorchThis chapter covers + Nonlinear activation functions as the key difference compared with linear models + Working with PyTorch’s nn module + Solving a linear-fit problem with a neural network2494https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c7/2026-06-26weekly0.6Chapter 7. Telling birds from airplanes: Learning from images: Deep Learning with PyTorchThis chapter covers + Building a feed-forward neural network + Loading data using Datasets and DataLoaders + Understanding classification loss2732https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c8/2026-06-26weekly0.6Chapter 8. Using convolutions to generalize: Deep Learning with PyTorchThis chapter covers + Understanding convolution + Building a convolutional neural network + Creating custom nn.Module subclasses + The difference between the module and functional APIs + Design choices for neural networks4632https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_part2/2026-06-26weekly0.6Part 2. Learning from images in the real world: Early detection of lung cancer: Deep Learning with …2. Learning from images in the real world: Early detection of lung cancer97https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c9/2026-06-26weekly0.6Chapter 9. Using PyTorch to fight cancer: Deep Learning with PyTorchThis chapter covers + Breaking a large problem into smaller, easier ones + Exploring the constraints of an intricate deep learning problem, and deciding on a structure and approach + Downloading the training data2845https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c10/2026-06-26weekly0.6Chapter 10. Combining data sources into a unified dataset: Deep Learning with PyTorchThis chapter covers + Loading and processing raw data files + Implementing a Python class to represent our data + Converting our data into a format usable by PyTorch + Visualizing the training and validation data2848https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c11/2026-06-26weekly0.6Chapter 11. Training a classification model to detect suspected tumors: Deep Learning with PyTorchThis chapter covers + Using PyTorch DataLoaders to load data + Implementing a model that performs classification on our CT data + Setting up the basic skeleton for our application + Logging and displaying metrics4137https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c12/2026-06-26weekly0.6Chapter 12. Improving training with metrics and augmentation: Deep Learning with PyTorchThis chapter covers + Defining and computing precision, recall, and true/false positives/negatives + Using the F1 score versus other quality metrics + Balancing and augmenting data to reduce overfitting + Using TensorBoard to graph quality metrics4104https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c13/2026-06-26weekly0.6Chapter 13. Using segmentation to find suspected nodules: Deep Learning with PyTorchThis chapter covers + Segmenting data with a pixel-to-pixel model + Performing segmentation with U-Net + Understanding mask prediction using Dice loss + Evaluating a segmentation model’s performance5621https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c14/2026-06-26weekly0.6Chapter 14. End-to-end nodule analysis, and where to go next: Deep Learning with PyTorchThis chapter covers + Connecting segmentation and classification models + Fine-tuning a network for a new task + Adding histograms and other metric types to TensorBoard + Getting from overfitting to generalizing4936https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_part3/2026-06-26weekly0.6Part 3. Deployment: Deep Learning with PyTorch3. Deployment65https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-with/9781617295263AU/9781617295263AU-DLwPT_au_c15/2026-06-26weekly0.6Chapter 15. Deploying to production: Deep Learning with PyTorchThis chapter covers + Options for deploying PyTorch models + Working with the PyTorch JIT + Deploying a model server and exporting models + Running exported and natively implemented models from C++ + Running models on mobile4371https://www.oreilly.com/library/cover/9781617295263AU/2020-07-01courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617295263AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_p1/2026-06-26weekly0.6Part 1. Foundations: Deep Learning and the Game of GoPart 1. Foundations: Deep Learning and the Game of Go27https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch1/2026-06-26weekly0.6Chapter 1. Toward deep learning: a machine-learning introduction: Deep Learning and the Game of GoThis chapter covers: + Machine learning and its differences from traditional programming + Problems that can and can’t be solved with machine learning + Machine learning’s relationship to artificial intelligence + The structure of a machine-learning system + Disciplines of machine learning1765https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch2/2026-06-26weekly0.6Chapter 2. Go as a machine-learning problem: Deep Learning and the Game of GoThis chapter covers + Why are games a good subject for AI? + Why is Go a good problem for deep learning? + What are the rules of Go? + What aspects of game playing can you solve with machine learning?1496https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch3/2026-06-26weekly0.6Chapter 3. Implementing your first Go bot: Deep Learning and the Game of GoThis chapter covers + Implementing a Go board by using Python + Placing sequences of stones and simulating a game + Encoding Go rules for this board to ensure legal moves are played + Building a simple bot that can play against a copy of itself + Playing a full game against your bot2230https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_p2/2026-06-26weekly0.6Part 2. Machine learning and game AI: Deep Learning and the Game of GoPart 2. Machine learning and game AI: Deep Learning and the Game of Go46https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch4/2026-06-26weekly0.6Chapter 4. Playing games with tree search: Deep Learning and the Game of GoThis chapter covers + Finding the best move with the minimax algorithm + Pruning minimax tree search to speed it up + Applying Monte Carlo tree search to games2798https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch5/2026-06-26weekly0.6Chapter 5. Getting started with neural networks: Deep Learning and the Game of GoThis chapter covers + Introducing the fundamentals of artificial neural networks + Teaching a network to recognize handwritten digits + Creating neural networks by composing layers + Understanding how neural networks learn from data + Implementing a simple neural network from scratch3331https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch6/2026-06-26weekly0.6Chapter 6. Designing a neural network for Go data: Deep Learning and the Game of GoThis chapter covers + Building a deep-learning application that can predict the next Go move from data + Introducing the Keras deep-learning framework + Understanding convolutional neural networks + Building neural networks to analyze spatial Go data3399https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch7/2026-06-26weekly0.6Chapter 7. Learning from data: a deep-learning bot: Deep Learning and the Game of GoThis chapter covers + Downloading and processing actual Go game records + Understanding the standard format for storing Go games + Training a deep-learning model for move prediction with such data + Using sophisticated Go board encoders to create strong bots + Running your own experiments and evaluating them3340https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch8/2026-06-26weekly0.6Chapter 8. Deploying bots in the wild: Deep Learning and the Game of GoThis chapter covers + Building an end-to-end application to train and run a Go bot + Running a frontend to play against your bot + Letting your bot play against other bots locally + Deploying your bot on an online Go server1889https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch9/2026-06-26weekly0.6Chapter 9. Learning by practice: reinforcement learning: Deep Learning and the Game of GoThis chapter covers + Defining a task for reinforcement learning + Building a learning agent for games + Collecting self-play experiences for training1824https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch10/2026-06-26weekly0.6Chapter 10. Reinforcement learning with policy gradients: Deep Learning and the Game of GoThis chapter covers + Improving game play with policy gradient learning + Implementing policy gradient learning in Keras + Tuning optimizers for policy gradient learning1674https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch11/2026-06-26weekly0.6Chapter 11. Reinforcement learning with value methods: Deep Learning and the Game of GoThis chapter covers + Making a self-improving game AI with the Q-learning algorithm + Defining and training multi-input neural networks in Keras + Building and training a Q-learning agent by using Keras1152https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch12/2026-06-26weekly0.6Chapter 12. Reinforcement learning with actor-critic methods: Deep Learning and the Game of GoThis chapter covers + Using advantage to make reinforcement learning more efficient + Making a self-improving game AI with the actor-critic method + Designing and training multi-output neural networks in Keras1323https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_p3/2026-06-26weekly0.6Part 3. Greater than the sum of its parts: Deep Learning and the Game of GoPart 3. Greater than the sum of its parts: Deep Learning and the Game of Go43https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch13/2026-06-26weekly0.6Chapter 13. AlphaGo: Bringing it all together: Deep Learning and the Game of GoThis chapter covers + Diving into the guiding principles that led Go bots to play at superhuman strength + Using tree search, supervised deep learning, and reinforcement learning to build such a bot + Implementing your own version of DeepMind’s AlphaGo engine2670https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_ch14/2026-06-26weekly0.6Chapter 14. AlphaGo Zero: Integrating tree search with reinforcement learning: Deep Learning and th…This chapter covers + Playing games with a variation on Monte Carlo tree search + Integrating tree search into self-play for reinforcement learning + Training a neural network to enhance a tree-search algorithm2129https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_appa/2026-06-26weekly0.6Appendix A. Mathematical foundations: Deep Learning and the Game of GoAppendix A. Mathematical foundations: Deep Learning and the Game of Go667https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_appb/2026-06-26weekly0.6Appendix B. The backpropagation algorithm: Deep Learning and the Game of GoAppendix B. The backpropagation algorithm: Deep Learning and the Game of Go532https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_appc/2026-06-26weekly0.6Appendix C. Go programs and servers: Deep Learning and the Game of GoAppendix C. Go programs and servers: Deep Learning and the Game of Go333https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_appd/2026-06-26weekly0.6Appendix D. Training and deploying bots by using Amazon Web Services: Deep Learning and the Game of…Appendix D. Training and deploying bots by using Amazon Web Services: Deep Learning and the Game of…885https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-learning-and/9781617295324AU/9781617295324AU-game_appe/2026-06-26weekly0.6Appendix E. Submitting a bot to the Online Go Server: Deep Learning and the Game of GoAppendix E. Submitting a bot to the Online Go Server: Deep Learning and the Game of Go749https://www.oreilly.com/library/cover/9781617295324AU/2019-01-21courseyesnohttps://www.oreilly.com/videos/deep-learning-and/9781617295324AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_aup1/2026-06-26weekly0.6Part 1. Foundations: Deep Reinforcement Learning in ActionPart 1. Foundations: Deep Reinforcement Learning in Action58https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch1/2026-06-26weekly0.6Chapter 1. What is reinforcement learning?: Deep Reinforcement Learning in ActionThis chapter covers + A brief review of machine learning + Introducing reinforcement learning as a subfield + The basic framework of reinforcement learning2914https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch2/2026-06-26weekly0.6Chapter 2. Modeling reinforcement learning problems: Markov decision processes: Deep Reinforcement …This chapter covers + String diagrams and our teaching methods + The PyTorch deep learning framework + Solving n-armed bandit problems + Balancing exploration versus exploitation + Modeling a problem as a Markov decision process (MDP) + Implementing a neural network to solve an advertisement selection problem4066https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch3/2026-06-26weekly0.6Chapter 3. Predicting the best states and actions: Deep Q-networks: Deep Reinforcement Learning in …This chapter covers + Implementing the Q function as a neural network + Building a deep Q-network using PyTorch to play Gridworld + Counteracting catastrophic forgetting with experience replay + Improving learning stability with target networks4101https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch4/2026-06-26weekly0.6Chapter 4. Learning to pick the best policy: Policy gradient methods: Deep Reinforcement Learning i…This chapter covers + Implementing the policy function as a neural network + Introducing the OpenAI Gym API + Applying the REINFORCE algorithm on the OpenAI CartPole problem3272https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch5/2026-06-26weekly0.6Chapter 5. Tackling more complex problems with actor-critic methods: Deep Reinforcement Learning in…This chapter covers + The limitations of the REINFORCE algorithm + Introducing a critic to improve sample efficiency and decrease variance + Using the advantage function to speed up convergence + Speeding up the model by parallelizing training3352https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_aup2/2026-06-26weekly0.6Part 2. Above and beyond: Deep Reinforcement Learning in ActionPart 2. Above and beyond: Deep Reinforcement Learning in Action95https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch6/2026-06-26weekly0.6Chapter 6. Alternative optimization methods: Evolutionary algorithms: Deep Reinforcement Learning i…This chapter covers + Evolution algorithms for solving optimization problems + Pros and cons of evolutionary approaches versus previous algorithms + Solving the CartPole game without backpropagation + Why evolutionary strategies can scale better than other algorithms3086https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch7/2026-06-26weekly0.6Chapter 7. Distributional DQN: Getting the full story: Deep Reinforcement Learning in ActionThis chapter covers + Why a full probability distribution is better than a single number + Extending ordinary deep Q-networks to output full probability distributions over Q values + Implementing a distributional variant of DQN to play Atari Freeway + Understanding the ordinary Bellman equation and its distributional variant + Prioritizing experience replay to improve training speed4902https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch8/2026-06-26weekly0.6Chapter 8. Curiosity-driven exploration: Deep Reinforcement Learning in ActionThis chapter covers + Understanding the sparse reward problem + Understanding how curiosity can serve as an intrinsic reward + Playing Super Mario Bros. from OpenAI Gym + Implementing an intrinsic curiosity module in PyTorch + Training a deep Q-network agent to successfully play Super Mario Bros. without using rewards3599https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch9/2026-06-26weekly0.6Chapter 9. Multi-agent reinforcement learning: Deep Reinforcement Learning in ActionThis chapter covers + Why ordinary Q-learning can fail in the multi-agent setting + How to deal with the “curse of dimensionality” with multiple agents + How to implement multi-agent Q-learning models that can perceive other agents + How to scale multi-agent Q-learning by using the mean field approximation + How to use DQNs to control dozens of agents in a multi-agent physics simulation and game4464https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch10/2026-06-26weekly0.6Chapter 10. Interpretable reinforcement learning: Attention and relational models: Deep Reinforceme…This chapter covers + Implementing a relational reinforcement algorithm using the popular self-attention model + Visualizing attention maps to better interpret the reasoning of an RL agent + Reasoning about model invariance and equivariance + Incorporating double Q-learning to improve the stability of training5938https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auch11/2026-06-26weekly0.6Chapter 11. In conclusion: A review and roadmap: Deep Reinforcement Learning in ActionChapter 11. In conclusion: A review and roadmap: Deep Reinforcement Learning in Action1256https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/9781617295430AU-drla_auapp/2026-06-26weekly0.6Appendix. Mathematics, deep learning, PyTorch: Deep Reinforcement Learning in ActionAppendix. Mathematics, deep learning, PyTorch: Deep Reinforcement Learning in Action1450https://www.oreilly.com/library/cover/9781617295430AU/2020-03-29courseyesnohttps://www.oreilly.com/videos/deep-reinforcement-learning/9781617295430AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_p1/2026-06-26weekly0.6Part 1. Introduction: Deep Learning for Natural Language ProcessingPart 1. Introduction: Deep Learning for Natural Language Processing31https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_ch1/2026-06-26weekly0.6Chapter 1. Deep learning for NLP: Deep Learning for Natural Language ProcessingThis chapter covers + Taking a short road trip through machine learning applied to NLP + Learning about the historical roots of deep learning + Introducing vector-based representations of language3146https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_ch2/2026-06-26weekly0.6Chapter 2. Deep learning and language: The basics: Deep Learning for Natural Language ProcessingThis chapter covers + Highlighting the fundamental architectures of deep learning: multilayer perceptrons and spatial and temporal filtering + Introducing deep learning models for natural language processing2205https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_ch3/2026-06-26weekly0.6Chapter 3. Text embeddings: Deep Learning for Natural Language ProcessingThis chapter covers + Preparing texts for deep learning using word and document embeddings + Using self-developed vs. pretrained embeddings + Implementing word similarity with Word2Vec + Retrieving documents using Doc2Vec2367https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_p2/2026-06-26weekly0.6Part 2. Deep NLP: Deep Learning for Natural Language ProcessingPart 2. Deep NLP: Deep Learning for Natural Language Processing30https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_ch4/2026-06-26weekly0.6Chapter 4. Textual similarity: Deep Learning for Natural Language ProcessingThis chapter covers + Representing data for authorship analysis with deep learning + Applying classifiers to authorship attribution + Understanding the merits of MLPs and CNNs for authorship attribution + Verifying authorship with Siamese networks1654https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_ch5/2026-06-26weekly0.6Chapter 5. Sequential NLP: Deep Learning for Natural Language ProcessingThis chapter covers + Using memory to analyze sequential NLP tasks + Understanding how RNNs, LSTM networks, and end-to-end memory networks handle memory + Applying these techniques to a shared task: Question Answering2057https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_ch6/2026-06-26weekly0.6Chapter 6. Episodic memory for NLP: Deep Learning for Natural Language ProcessingThis chapter covers + Applying strongly supervised end-to-end memory networks to sequential NLP problems + Implementing a multi-hop memory network that allows for semi-supervised training + Strongly supervised vs. semi-supervised memory networks1595https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_p3/2026-06-26weekly0.6Part 3. Advanced topics: Deep Learning for Natural Language ProcessingPart 3. Advanced topics: Deep Learning for Natural Language Processing40https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_ch7/2026-06-26weekly0.6Chapter 7. Attention: Deep Learning for Natural Language ProcessingThis chapter covers + Implementing attention in MLPs and LSTMs + Using attention to improve the performance of a deep learning model + Explaining model outcomes by highlighting attention patterns connected to input data1844https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_ch8/2026-06-26weekly0.6Chapter 8. Multitask learning: Deep Learning for Natural Language ProcessingThis chapter covers + Understanding deep multitask learning for NLP + Implementing hard, soft, and mixed parameter sharing for multitask learning1577https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_ch9/2026-06-26weekly0.6Chapter 9. Transformers: Deep Learning for Natural Language ProcessingThis chapter covers + Understanding the inner workings of Transformers + Deriving word embeddings with BERT + Comparing BERT and Word2Vec + Working with XLNet2522https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/deep-learning-for/9781617295447AU/9781617295447AU-tiny_ch10/2026-06-26weekly0.6Chapter 10. Applications of Transformers: Hands-on with BERT: Deep Learning for Natural Language Pr…This chapter covers + Creating a BERT layer for importing existing BERT models + Training BERT on data + Fine-tuning BERT + Extracting embeddings from BERT and inspecting them1287https://www.oreilly.com/library/cover/9781617295447AU/2022-11-28courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617295447AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_p1/2026-06-26weekly0.6Part 1. The building blocks of scalable computing: Data Science with Python and DaskPart 1. The building blocks of scalable computing: Data Science with Python and Dask49https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch1/2026-06-26weekly0.6Chapter 1. Why scalable computing matters: Data Science with Python and DaskThis chapter covers + Presenting what makes Dask a standout framework for scalable computing + Demonstrating how to read and interpret directed acyclic graphs (DAGs) using a pasta recipe as a tangible example + Discussing why DAGs are useful for distributed workloads and how Dask’s task scheduler uses DAGs to compose, control, and monitor computations + Introducing the companion dataset2782https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch2/2026-06-26weekly0.6Chapter 2. Introducing Dask: Data Science with Python and DaskThis chapter covers + Warming up with a short example of data cleaning using Dask DataFrames + Visualizing DAGs generated by Dask workloads with graphviz + Exploring how the Dask task scheduler applies the concept of DAGs to coordinate execution of code2045https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_p2/2026-06-26weekly0.6Part 2. Working with structured data using Dask DataFrames: Data Science with Python and DaskPart 2. Working with structured data using Dask DataFrames: Data Science with Python and Dask98https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch3/2026-06-26weekly0.6Chapter 3. Introducing Dask DataFrames: Data Science with Python and DaskThis chapter covers + Defining structured data and determining when to use Dask DataFrames + Exploring how Dask DataFrames are organized + Inspecting DataFrames to see how they are partitioned + Dealing with some limitations of DataFrames1327https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch4/2026-06-26weekly0.6Chapter 4. Loading data into DataFrames: Data Science with Python and DaskThis chapter covers + Creating DataFrames from delimited text files and defining data schemas + Extracting data from a SQL relational database and manipulating it using Dask + Reading data from distributed filesystems (S3 and HDFS) + Working with data stored in Parquet format2862https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch5/2026-06-26weekly0.6Chapter 5. Cleaning and transforming DataFrames: Data Science with Python and DaskThis chapter covers + Selecting and filtering data + Creating and dropping columns + Finding and fixing columns with missing values + Indexing and sorting DataFrames + Combining DataFrames using join and union operations + Writing DataFrames to delimited text files and Parquet3207https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch6/2026-06-26weekly0.6Chapter 6. Summarizing and analyzing DataFrames: Data Science with Python and DaskThis chapter covers + Producing descriptive statistics for a Dask Series + Aggregating/grouping data using Dask’s built-in aggregate functions + Creating your own custom aggregation functions + Analyzing time series data with rolling window functions3985https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch7/2026-06-26weekly0.6Chapter 7. Visualizing DataFrames with Seaborn: Data Science with Python and DaskThis chapter covers + Using the prepare-collect-plot-reduce pattern to overcome the challenges of visualizing large datasets + Visualizing continuous relationships using seaborn.scatterplot and seaborn.regplot + Visualizing groups of continuous data using Seaborn seaborn.violinplot + Visualizing patterns in categorical data using seaborn.heatmap1963https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch8/2026-06-26weekly0.6Chapter 8. Visualizing location data with Datashader: Data Science with Python and DaskThis chapter covers + Using Datashader to visualize many datapoints when downsampling isn’t appropriate + Plotting interactive heatmaps using Datashader and Bokeh1312https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_p3/2026-06-26weekly0.6Part 3. Extending and deploying Dask: Data Science with Python and DaskPart 3. Extending and deploying Dask: Data Science with Python and Dask90https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch9/2026-06-26weekly0.6Chapter 9. Working with Bags and Arrays: Data Science with Python and DaskThis chapter covers + Reading, transforming, and analyzing unstructured data using Bags + Creating Arrays and DataFrames from Bags + Extracting and filtering data from Bags + Combining and grouping elements of Bags using fold and reduce functions + Using NLTK (Natural Language Toolkit) with Bags for text mining on large text datasets2952https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch10/2026-06-26weekly0.6Chapter 10. Machine learning with Dask-ML: Data Science with Python and DaskThis chapter covers + Building machine learning models using the Dask-ML API + Using the Dask-ML API to extend scikit-learn + Validating models and tuning hyperparameters using cross-validated gridsearch + Using serialization to save and publish trained models2097https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/data-science-with/9781617295607AU/9781617295607AU-dasc_ch11/2026-06-26weekly0.6Chapter 11. Scaling and deploying Dask: Data Science with Python and DaskThis chapter covers + Creating a Dask Distributed cluster on Amazon AWS using Docker and Elastic Container Service + Using a Jupyter Notebook server and Elastic File System to store and access data science notebooks and shared datasets in + Amazon AWS + Using the Distributed client object to submit jobs to a Dask cluster + Monitoring execution of jobs on the cluster using the Distributed monitoring dashboard3449https://www.oreilly.com/library/cover/9781617295607AU/2019-07-18courseyesnohttps://www.oreilly.com/videos/data-science-with/9781617295607AU/https://www.oreilly.com/videos/classic-computer-science/9781617295980AU/9781617295980AU-ccspp_au_ch1/2026-06-26weekly0.6Chapter 1. Small problems: Classic Computer Science Problems in PythonChapter 1. Small problems: Classic Computer Science Problems in Python2251https://www.oreilly.com/library/cover/9781617295980AU/2019-03-05courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617295980AU/https://www.oreilly.com/videos/classic-computer-science/9781617295980AU/9781617295980AU-ccspp_au_ch2/2026-06-26weekly0.6Chapter 2. Search problems: Classic Computer Science Problems in PythonChapter 2. Search problems: Classic Computer Science Problems in Python2445https://www.oreilly.com/library/cover/9781617295980AU/2019-03-05courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617295980AU/https://www.oreilly.com/videos/classic-computer-science/9781617295980AU/9781617295980AU-ccspp_au_ch3/2026-06-26weekly0.6Chapter 3. Constraint-satisfaction problems: Classic Computer Science Problems in PythonChapter 3. Constraint-satisfaction problems: Classic Computer Science Problems in Python1247https://www.oreilly.com/library/cover/9781617295980AU/2019-03-05courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617295980AU/https://www.oreilly.com/videos/classic-computer-science/9781617295980AU/9781617295980AU-ccspp_au_ch4/2026-06-26weekly0.6Chapter 4. Graph problems: Classic Computer Science Problems in PythonChapter 4. Graph problems: Classic Computer Science Problems in Python2218https://www.oreilly.com/library/cover/9781617295980AU/2019-03-05courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617295980AU/https://www.oreilly.com/videos/classic-computer-science/9781617295980AU/9781617295980AU-ccspp_au_ch5/2026-06-26weekly0.6Chapter 5. Genetic algorithms: Classic Computer Science Problems in PythonChapter 5. Genetic algorithms: Classic Computer Science Problems in Python2027https://www.oreilly.com/library/cover/9781617295980AU/2019-03-05courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617295980AU/https://www.oreilly.com/videos/classic-computer-science/9781617295980AU/9781617295980AU-ccspp_au_ch6/2026-06-26weekly0.6Chapter 6. K-means clustering: Classic Computer Science Problems in PythonChapter 6. K-means clustering: Classic Computer Science Problems in Python1313https://www.oreilly.com/library/cover/9781617295980AU/2019-03-05courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617295980AU/https://www.oreilly.com/videos/classic-computer-science/9781617295980AU/9781617295980AU-ccspp_au_ch7/2026-06-26weekly0.6Chapter 7. Fairly simple neural networks: Classic Computer Science Problems in PythonChapter 7. Fairly simple neural networks: Classic Computer Science Problems in Python2920https://www.oreilly.com/library/cover/9781617295980AU/2019-03-05courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617295980AU/https://www.oreilly.com/videos/classic-computer-science/9781617295980AU/9781617295980AU-ccspp_au_ch8/2026-06-26weekly0.6Chapter 8. Adversarial search: Classic Computer Science Problems in PythonChapter 8. Adversarial search: Classic Computer Science Problems in Python1728https://www.oreilly.com/library/cover/9781617295980AU/2019-03-05courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617295980AU/https://www.oreilly.com/videos/classic-computer-science/9781617295980AU/9781617295980AU-ccspp_au_ch9/2026-06-26weekly0.6Chapter 9. Miscellaneous problems: Classic Computer Science Problems in PythonChapter 9. Miscellaneous problems: Classic Computer Science Problems in Python1371https://www.oreilly.com/library/cover/9781617295980AU/2019-03-05courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617295980AU/https://www.oreilly.com/videos/classic-computer-science/9781617295980AU/9781617295980AU-ccspp_au_appC/2026-06-26weekly0.6Appendix C. A brief introduction to type hints: Classic Computer Science Problems in PythonAppendix C. A brief introduction to type hints: Classic Computer Science Problems in Python808https://www.oreilly.com/library/cover/9781617295980AU/2019-03-05courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617295980AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_p1/2026-06-26weekly0.6Part 1. Motivation and basic concepts: Deep Learning with JavaScriptPart 1. Motivation and basic concepts: Deep Learning with JavaScript25https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch1/2026-06-26weekly0.6Chapter 1. Deep learning and JavaScript: Deep Learning with JavaScriptThis chapter covers + What deep learning is and how it is related to artificial intelligence (AI) and machine learning + What makes deep learning stand out among various machine-learning techniques, and the factors that led to the current “deep-learning revolution” + The reasons for doing deep learning in JavaScript using TensorFlow.js + The overall organization of this book4767https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_p2/2026-06-26weekly0.6Part 2. A gentle introduction to TensorFlow.js: Deep Learning with JavaScriptPart 2. A gentle introduction to TensorFlow.js: Deep Learning with JavaScript61https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch2/2026-06-26weekly0.6Chapter 2. Getting started: Simple linear regression in TensorFlow.js: Deep Learning with JavaScriptThis chapter covers + A minimal example of a neural network for the simple machine-learning task of linear regression + Tensors and tensor operations + Basic neural network optimization5009https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch3/2026-06-26weekly0.6Chapter 3. Adding nonlinearity: Beyond weighted sums: Deep Learning with JavaScriptThis chapter covers + What nonlinearity is and how nonlinearity in hidden layers of a neural network enhances the network’s capacity and leads to better prediction accuracies + What hyperparameters are and methods for tuning them + Binary classification through nonlinearity at the output layer, introduced with the phishing-website-detection example + Multiclass classification and how it differs from binary classification, introduced with the iris-flower example4847https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch4/2026-06-26weekly0.6Chapter 4. Recognizing images and sounds using convnets: Deep Learning with JavaScriptThis chapter covers + How images and other perceptual data, such as audio, are represented as multidimensional tensors + What convnets are, how they work, and why they are especially suitable for machine-learning tasks involving images + How to write and train a convnet in TensorFlow.js to solve the task of classifying hand-written digits + How to train models in Node.js to achieve faster training speeds + How to use convnets on audio data for spoken-word recognition4657https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch5/2026-06-26weekly0.6Chapter 5. Transfer learning: Reusing pretrained neural networks: Deep Learning with JavaScriptThis chapter covers + What transfer learning is and why it is better than training models from scratch for many types of problems + How to leverage the feature-extraction power of state-of-the-art pretrained convnets by converting them from Keras to TensorFlow.js + The detailed mechanisms of transfer-learning techniques including layer freezing, creating new transfer heads, and fine-tuning + How to use transfer learning to train a simple object-detection model in TensorFlow.js5827https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_p3/2026-06-26weekly0.6Part 3. Advanced deep learning with TensorFlow.js: Deep Learning with JavaScriptPart 3. Advanced deep learning with TensorFlow.js: Deep Learning with JavaScript54https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch6/2026-06-26weekly0.6Chapter 6. Working with data: Deep Learning with JavaScriptThis chapter covers + How to use the tf.data API to train models using large datasets + Exploring your data to find and fix potential issues + How to use data augmentation to create new “pseudo-examples” to improve model quality4927https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch7/2026-06-26weekly0.6Chapter 7. Visualizing data and models: Deep Learning with JavaScriptThis chapter covers + How to use tfjs-vis to perform custom data visualization + How to peek at the internal workings of models after they are trained and gain useful insights3328https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch8/2026-06-26weekly0.6Chapter 8. Underfitting, overfitting, and the universal workflow of machine learning: Deep Learning…This chapter covers + Why it is important to visualize the model-training process and what the important things are to look for + How to visualize and understand underfitting and overfitting + The primary way of dealing with overfitting: regularization, and how to visualize its effect + What the universal workflow of machine learning is, what steps it includes, and why it is an important recipe that guides all supervised machine-learning tasks2504https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch9/2026-06-26weekly0.6Chapter 9. Deep learning for sequences and text: Deep Learning with JavaScriptThis chapter covers + How sequential data differs from nonsequential data + Which deep-learning techniques are suitable for problems that involve sequential data + How to represent text data in deep learning, including with one-hot encoding, multi-hot encoding, and word embedding + What RNNs are and why they are suitable for sequential problems + What 1D convolution is and why it is an attractive alternative to RNNs + The unique properties of sequence-to-sequence tasks and how to use the attention mechanism to solve them5648https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch10/2026-06-26weekly0.6Chapter 10. Generative deep learning: Deep Learning with JavaScriptThis chapter covers + What generative deep learning is, its applications, and how it differs from the deep-learning tasks we’ve seen so far + How to generate text using an RNN + What latent space is and how it can form the basis of generating novel images, through the example of variational autoencoders + The basics of generative adversarial networks4318https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch11/2026-06-26weekly0.6Chapter 11. Basics of deep reinforcement learning: Deep Learning with JavaScriptThis chapter covers + How reinforcement learning differs from the supervised learning discussed in the previous chapters + The basic paradigm of reinforcement learning: agent, environment, action, and reward, and the interactions between them + The general ideas behind two major approaches to solving reinforcement-learning problems: policy-based and value-based methods5551https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_p4/2026-06-26weekly0.6Part 4. Summary and closing words: Deep Learning with JavaScriptPart 4. Summary and closing words: Deep Learning with JavaScript36https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch12/2026-06-26weekly0.6Chapter 12. Testing, optimizing, and deploying models: Deep Learning with JavaScriptThis chapter covers + The importance of and practical guidelines for testing and monitoring machine-learning code + How to optimize models trained in TensorFlow.js or converted to TensorFlow.js for faster loading and inference + How to deploy TensorFlow.js models to various platforms and environments, ranging from browser extensions to mobile apps, and from desktop apps to single-board computers5105https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_ch13/2026-06-26weekly0.6Chapter 13. Summary, conclusions, and beyond: Deep Learning with JavaScriptThis chapter covers + Looking back at the high-level concepts and ideas about AI and deep learning + A quick overview of the different types of deep-learning algorithms we’ve visited in this book, when they are useful, and how to implement them in TensorFlow.js + Pretrained models from the ecosystem of TensorFlow.js + Limitations of deep learning as it currently stands; and an educated prediction for trends in deep learning that we will see in the coming years + Guidance for how to further advance your deep-learning knowledge and stay up-to-date with the fast-moving field3345https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-with/9781617296178AU/9781617296178AU-dlj_appb/2026-06-26weekly0.6Appendix B. A quick tutorial of tensors and operations in TensorFlow.js: Deep Learning with JavaScr…Appendix B. A quick tutorial of tensors and operations in TensorFlow.js: Deep Learning with JavaScr…2930https://www.oreilly.com/library/cover/9781617296178AU/2020-02-04courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296178AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_p1/2026-06-26weekly0.6Part 1. Deep learning foundation: Deep Learning for Vision SystemsPart 1. Deep learning foundation: Deep Learning for Vision Systems67https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_ch1/2026-06-26weekly0.6Chapter 1. Welcome to computer vision: Deep Learning for Vision SystemsThis chapter covers + Components of the vision system + Applications of computer vision + Understanding the computer vision pipeline + Preprocessing images and extracting features + Using classifier learning algorithms3599https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_ch2/2026-06-26weekly0.6Chapter 2. Deep learning and neural networks: Deep Learning for Vision SystemsThis chapter covers + Understanding perceptrons and multilayer perceptrons + Working with the different types of activation functions + Training networks with feedforward, error functions, and error optimization + Performing backpropagation5635https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_ch3/2026-06-26weekly0.6Chapter 3. Convolutional neural networks: Deep Learning for Vision SystemsThis chapter covers + Classifying images using MLP + Working with the CNN architecture to classify images + Understanding convolution on color images5375https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_ch4/2026-06-26weekly0.6Chapter 4. Structuring DL projects and hyperparameter tuning: Deep Learning for Vision SystemsThis chapter covers + Defining performance metrics + Designing baseline models + Preparing training data + Evaluating a model and improving its performance5331https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_p2/2026-06-26weekly0.6Part 2. Image classification and detection: Deep Learning for Vision SystemsPart 2. Image classification and detection: Deep Learning for Vision Systems53https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_ch5/2026-06-26weekly0.6Chapter 5. Advanced CNN architectures: Deep Learning for Vision SystemsThis chapter covers + Working with CNN design patterns + Understanding the LeNet, AlexNet, VGGNet, Inception, and ResNet network architectures4386https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_ch6/2026-06-26weekly0.6Chapter 6. Transfer learning: Deep Learning for Vision SystemsThis chapter covers + Understanding the transfer learning technique + Using a pretrained network to solve your problem + Understanding network fine-tuning + Exploring open source image datasets for training a model + Building two end-to-end transfer learning projects3782https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_ch7/2026-06-26weekly0.6Chapter 7. Object detection with R-CNN, SSD, and YOLO: Deep Learning for Vision SystemsThis chapter covers + Understanding image classification vs. object detection + Understanding the general framework of object detection projects + Using object detection algorithms like R-CNN, SSD, and YOLO5689https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_p3/2026-06-26weekly0.6Part 3. Generative models and visual embeddings: Deep Learning for Vision SystemsPart 3. Generative models and visual embeddings: Deep Learning for Vision Systems53https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_ch8/2026-06-26weekly0.6Chapter 8. Generative adversarial networks (GANs): Deep Learning for Vision SystemsThis chapter covers + Understanding the basic components of GANs: generative and discriminative models + Evaluating generative models + Learning about popular vision applications of GANs + Building a GAN model2893https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_ch9/2026-06-26weekly0.6Chapter 9. DeepDream and neural style transfer: Deep Learning for Vision SystemsThis chapter covers + Visualizing CNN feature maps + Understanding the DeepDream algorithm and implementing your own dream + Using the neural style transfer algorithm to create artistic images2458https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/deep-learning-for/9781617296192AU/9781617296192AU-vis_ch10/2026-06-26weekly0.6Chapter 10. Visual embeddings: Deep Learning for Vision SystemsThis chapter covers + Expressing similarity between images via loss functions + Training CNNs to achieve a desired embedding function with high accuracy + Using visual embeddings in real-world applications3884https://www.oreilly.com/library/cover/9781617296192AU/2020-11-08courseyesnohttps://www.oreilly.com/videos/deep-learning-for/9781617296192AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_p1/2026-06-26weekly0.6Part 1. Getting started with data science: Build a Career in Data SciencePart 1. Getting started with data science: Build a Career in Data Science129https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch1/2026-06-26weekly0.6Chapter 1. What is data science?: Build a Career in Data ScienceThis chapter covers + The three main areas of data science + The different types of data science jobs2827https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch2/2026-06-26weekly0.6Chapter 2. Data science companies: Build a Career in Data ScienceThis chapter covers + Types of companies hiring data scientists + The pros and cons of each company type + The tech stacks you may see at different jobs3379https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch3/2026-06-26weekly0.6Chapter 3. Getting the skills: Build a Career in Data ScienceThis chapter covers + Different ways to learn data science + Understanding what makes a good academic program or bootcamp + Choosing the route that’s best for you3208https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch4/2026-06-26weekly0.6Chapter 4. Building a portfolio: Build a Career in Data ScienceThis chapter covers + Creating a compelling data science project + Starting a blog + Full walkthroughs of example projects2668https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_p2/2026-06-26weekly0.6Part 2. Finding your data science job: Build a Career in Data SciencePart 2. Finding your data science job: Build a Career in Data Science92https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch5/2026-06-26weekly0.6Chapter 5. The search: Identifying the right job for you: Build a Career in Data ScienceThis chapter covers + Finding open jobs that might be a good fit + Decoding job descriptions to understand what the roles are really like + Picking the jobs to apply for2361https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch6/2026-06-26weekly0.6Chapter 6. The application: Résumés and cover letters: Build a Career in Data ScienceThis chapter covers + Writing a compelling résumé and cover letter + Tailoring your application to each position2599https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch7/2026-06-26weekly0.6Chapter 7. The interview: What to expect and how to handle it: Build a Career in Data ScienceThis chapter covers + What interviewers are looking for + Common types of interview questions + Proper etiquette when communicating with a company3236https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch8/2026-06-26weekly0.6Chapter 8. The offer: Knowing what to accept: Build a Career in Data ScienceThis chapter covers + Handling the initial offer + Negotiating your offer effectively + Choosing between two “good” options2690https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_p3/2026-06-26weekly0.6Part 3. Settling into data science: Build a Career in Data SciencePart 3. Settling into data science: Build a Career in Data Science100https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch9/2026-06-26weekly0.6Chapter 9. The first months on the job: Build a Career in Data ScienceThis chapter covers + What to expect in your first few weeks as a data scientist + How to become productive by building relationships and asking questions + What to do if you’re in a bad work environment3303https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch10/2026-06-26weekly0.6Chapter 10. Making an effective analysis: Build a Career in Data ScienceThis chapter covers + Planning an analysis + Thinking through code, data, and project structure + Delivering the analysis to the client3253https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch11/2026-06-26weekly0.6Chapter 11. Deploying a model into production: Build a Career in Data ScienceThis chapter covers + Building a machine learning model to use in production + Understanding what APIs are and how they’re helpful + Deploying a machine learning model3411https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch12/2026-06-26weekly0.6Chapter 12. Working with stakeholders: Build a Career in Data ScienceThis chapter covers + Working with different types of stakeholders + Engaging with people outside the data science team + Listening so that your work gets best used3694https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_p4/2026-06-26weekly0.6Part 4. Growing in your data science role: Build a Career in Data SciencePart 4. Growing in your data science role: Build a Career in Data Science85https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch13/2026-06-26weekly0.6Chapter 13. When your data science project fails: Build a Career in Data ScienceThis chapter covers + Why data science projects tend to fail + What you can do when your project fails + How to handle the negative emotions from failure2409https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch14/2026-06-26weekly0.6Chapter 14. Joining the data science community: Build a Career in Data ScienceThis chapter covers + Growing your portfolio of projects and blog posts + Finding and getting the most out of conferences + Giving a great data science talk at a meetup or conference + Contributing to open source3445https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch15/2026-06-26weekly0.6Chapter 15. Leaving your job gracefully: Build a Career in Data ScienceThis chapter covers + Deciding when to leave a job + Understanding how the job search differs from your first data science job + Giving notice and managing the transition2717https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_ch16/2026-06-26weekly0.6Chapter 16. Moving up the ladder: Build a Career in Data ScienceThis chapter covers + Different paths beyond senior data scientist + The opportunities and risks of possible career trajectories2944https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_app/2026-06-26weekly0.6Appendix. Interview questions: Build a Career in Data ScienceAppendix. Interview questions: Build a Career in Data Science4736https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/build-a-career/9781617296246AU/9781617296246AU-bcds_au_epi/2026-06-26weekly0.6Epilogue: Build a Career in Data ScienceEpilogue: Build a Career in Data Science189https://www.oreilly.com/library/cover/9781617296246AU/2020-03-06courseyesnohttps://www.oreilly.com/videos/build-a-career/9781617296246AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_cs1/2026-06-26weekly0.6Part 1. Case study 1: Finding the winning strategy in a card game: Data Science BookcampPart 1. Case study 1: Finding the winning strategy in a card game: Data Science Bookcamp100https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c1/2026-06-26weekly0.6Chapter 1. Computing probabilities using Python: Data Science BookcampThis section covers + What are the basics of probability theory? + Computing probabilities of a single observation + Computing probabilities across a range of observations1268https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c2/2026-06-26weekly0.6Chapter 2. Plotting probabilities using Matplotlib: Data Science BookcampThis section covers + Creating simple plots using Matplotlib + Labeling plotted data + What is a probability distribution? + Plotting and comparing multiple probability distributions1311https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c3/2026-06-26weekly0.6Chapter 3. Running random simulations in NumPy: Data Science BookcampThis section covers + Basic usage of the NumPy library + Simulating random observations using NumPy + Visualizing simulated data + Estimating unknown probabilities from simulated observations2530https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c4/2026-06-26weekly0.6Chapter 4. Case study 1 solution: Data Science BookcampThis section covers + Card game simulations + Probabilistic strategy optimization + Confidence intervals793https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_cs2/2026-06-26weekly0.6Part 2. Case study 2: Assessing online ad clicks for significance: Data Science BookcampPart 2. Case study 2: Assessing online ad clicks for significance: Data Science Bookcamp309https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c5/2026-06-26weekly0.6Chapter 5. Basic probability and statistical analysis using SciPy: Data Science BookcampThis section covers + Analyzing binomials using the SciPy library + Defining dataset centrality + Defining dataset dispersion + Computing the centrality and dispersion of probability distributions1887https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c6/2026-06-26weekly0.6Chapter 6. Making predictions using the central limit theorem and SciPy: Data Science BookcampThis section covers + Analyzing the normal curve using the SciPy library + Predicting mean and variance using the central limit theorem + Predicting population properties using the central limit theorem2107https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c7/2026-06-26weekly0.6Chapter 7. Statistical hypothesis testing: Data Science BookcampThis section covers + Comparing sample means to population means + Comparing means of two distinct samples + What is statistical significance? + Common statistical errors and how to avoid them2810https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c8/2026-06-26weekly0.6Chapter 8. Analyzing tables using Pandas: Data Science BookcampThis section covers + Storing 2D tables using the Pandas library + Summarizing 2D table content + Manipulating row and column content + Visualizing tables using the Seaborn library1571https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c9/2026-06-26weekly0.6Chapter 9. Case study 2 solution: Data Science BookcampThis section covers + Measuring statistical significance + Permutation testing + Manipulating tables using Pandas801https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_cs3/2026-06-26weekly0.6Part 3. Case study 3: Tracking disease outbreaks using news headlines: Data Science BookcampPart 3. Case study 3: Tracking disease outbreaks using news headlines: Data Science Bookcamp99https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c10/2026-06-26weekly0.6Chapter 10. Clustering data into groups: Data Science BookcampThis section covers + Clustering data by centrality + Clustering data by density + Trade-offs between clustering algorithms + Executing clustering using the scikit-learn library + Iterating over clusters using Pandas2514https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c11/2026-06-26weekly0.6Chapter 11. Geographic location visualization and analysis: Data Science BookcampThis section covers + Computing the distance between geographic locations + Plotting locations on a map using the Cartopy library + Extracting geo-coordinates from location names + Finding location names in text using regular expressions2939https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c12/2026-06-26weekly0.6Chapter 12. Case study 3 solution: Data Science BookcampThis section covers + Extracting and visualizing locations + Cleaning data + Clustering locations1148https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_cs4/2026-06-26weekly0.6Part 4. Case study 4: Using online job postings to improve your data science resume: Data Science B…Part 4. Case study 4: Using online job postings to improve your data science resume: Data Science B…266https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c13/2026-06-26weekly0.6Chapter 13. Measuring text similarities: Data Science BookcampThis section covers + What is natural language processing? + Comparing texts based on word overlap + Comparing texts using one-dimensional arrays called vectors + Comparing texts using two-dimensional arrays called matrices + Efficient matrix computation using NumPy4317https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c14/2026-06-26weekly0.6Chapter 14. Dimension reduction of matrix data: Data Science BookcampThis section covers + Simplifying matrices with geometric rotations + What is principal component analysis? + Advanced matrix operations for reducing matrix size + What is singular value decomposition? + Dimension reduction using scikit-learn4800https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c15/2026-06-26weekly0.6Chapter 15. NLP analysis of large text datasets: Data Science BookcampThis section covers + Vectorizing texts using scikit-learn + Dimensionally reducing vectorized text data + Clustering large text datasets + Visualizing text clusters + Concurrently displaying multiple visualizations5492https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c16/2026-06-26weekly0.6Chapter 16. Extracting text from web pages: Data Science BookcampThis section covers + Rendering web pages with HTML + The basic structure of HTML files + Extracting text from HTML files with the Beautiful Soup library + Downloading HTML files from online sources1846https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c17/2026-06-26weekly0.6Chapter 17. Case study 4 solution: Data Science BookcampThis section covers + Parsing text from HTML + Computing text similarities + Clustering and exploring large text datasets3450https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_cs5/2026-06-26weekly0.6Part 5. Case study 5: Predicting future friendships from social network data: Data Science BookcampPart 5. Case study 5: Predicting future friendships from social network data: Data Science Bookcamp705https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c18/2026-06-26weekly0.6Chapter 18. An introduction to graph theory and network analysis: Data Science BookcampThis section covers + Representing diverse datasets as networks + Network analysis with the NetworkX library + Optimizing travel paths in a network2980https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c19/2026-06-26weekly0.6Chapter 19. Dynamic graph theory techniques for node ranking and social network analysis: Data Scie…This section covers + Finding the most central network locations + Clustering the connections in a network + Understanding social graph analysis3771https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c20/2026-06-26weekly0.6Chapter 20. Network-driven supervised machine learning: Data Science BookcampThis section covers + Using classifiers in supervised machine learning + Making simple predictions based on similarity + Metrics for evaluating the quality of predictions + Common supervised learning methods in scikit-learn3431https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c21/2026-06-26weekly0.6Chapter 21. Training linear classifiers with logistic regression: Data Science BookcampThis section covers + Separating data classes with simple linear cuts + What is logistic regression? + Training linear classifiers using scikit-learn + Interpreting the relationship between class prediction and trained classifier parameters3957https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c22/2026-06-26weekly0.6Chapter 22. Training nonlinear classifiers with decision tree techniques: Data Science BookcampThis section covers + Classifying datasets that are not linearly separable + Automatically generating if/else logical rules from training data + What is a decision tree? + What is a random forest? + Training tree-based models using scikit-learn4568https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/9781617296253AU-dsb_c23/2026-06-26weekly0.6Chapter 23. Case study 5 solution: Data Science BookcampThis section covers + Cleaning data + Exploring networks + Feature engineering + Optimizing machine learning models3028https://www.oreilly.com/library/cover/9781617296253AU/2021-11-17courseyesnohttps://www.oreilly.com/videos/data-science-bookcamp/9781617296253AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_part1/2026-06-26weekly0.6Part 1. Describing APIs: Designing APIs with Swagger and OpenAPIPart 1. Describing APIs: Designing APIs with Swagger and OpenAPI72https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch1/2026-06-26weekly0.6Chapter 1. Introducing APIs and OpenAPI: Designing APIs with Swagger and OpenAPIThis chapter covers + Describing an API ecosystem + What OpenAPI and Swagger are + When to use OpenAPI + An overview of this book1373https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch2/2026-06-26weekly0.6Chapter 2. Getting set up to make API requests: Designing APIs with Swagger and OpenAPIThis chapter covers + Introducing the FarmStall API and some of its business logic + Introducing a tool to make HTTP requests: Postman + Executing API requests and inspecting the responses1121https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch3/2026-06-26weekly0.6Chapter 3. Our first taste of OpenAPI definitions: Designing APIs with Swagger and OpenAPIThis chapter covers + Informal versus formal descriptions + Learning about the OpenAPI specification + Learning about YAML + Describing our first GET operation732https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch4/2026-06-26weekly0.6Chapter 4. Using Swagger Editor to write OpenAPI definitions: Designing APIs with Swagger and OpenA…This chapter covers + Introducing Swagger Editor + Writing the smallest OpenAPI definition in Swagger Editor + Adding GET /reviews from the last chapter into our definition + Interacting with the API in Swagger Editor948https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch5/2026-06-26weekly0.6Chapter 5. Describing API responses: Designing APIs with Swagger and OpenAPIThis chapter covers + Learning about JSON Schema and how to describe data + Describing the 200 response of GET /reviews + Adding a response definition to our FarmStall API1418https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch6/2026-06-26weekly0.6Chapter 6. Creating resources: Designing APIs with Swagger and OpenAPIThis chapter covers + Describing POST /reviews to create new reviews using a request body + Creating new reviews using try-it-out in Swagger Editor + Describing GET /reviews/{reviewId}, including its path parameter + Verifying that our new reviews were really created using try-it-out1267https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch7/2026-06-26weekly0.6Chapter 7 Adding authentication and authorization: Designing APIs with Swagger and OpenAPIThis chapter covers + Identifying the difference between authentication and authorization + Adding operations for creating users + Adding an operation for getting a user’s token (authentication) + Adding the Authorization header to the POST /reviews operation (authorization)1376https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch8/2026-06-26weekly0.6Chapter 8. Preparing and hosting API documentation: Designing APIs with Swagger and OpenAPIThis chapter covers + Adding metadata to our API definition + Writing a description in Markdown + Grouping operations together using tags + Hosting our API documentation online using Swagger UI and Netlify.com1534https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_part2/2026-06-26weekly0.6Part 2. Design-first: Designing APIs with Swagger and OpenAPIPart 2. Design-first: Designing APIs with Swagger and OpenAPI85https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch9/2026-06-26weekly0.6Chapter 9. Designing a web application: Designing APIs with Swagger and OpenAPIThis chapter covers + The goals, scenarios, and plan for the second part of this book + Creating a domain model for the PetSitter application + Adding functionality to the domain model with user stories2324https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch10/2026-06-26weekly0.6Chapter 10 Creating an API design using OpenAPI: Designing APIs with Swagger and OpenAPIThis chapter covers + Creating reusable schemas in OpenAPI + Converting the PetSitter domain model into schemas + Designing an API following the CRUD approach + Creating paths and operations for the PetSitter API2586https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch11/2026-06-26weekly0.6Chapter 11 Building a change workflow around API design-first: Designing APIs with Swagger and Open…This chapter covers + Identifying the critical issues around an API design-first approach + Setting up a workflow to solve those issues using GitHub + Walking through an example change to our PetSitter API definition1764https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch12/2026-06-26weekly0.6Chapter 12. Implementing frontend code and reacting to changes: Designing APIs with Swagger and Ope…This chapter covers + Building the frontend against a mock server (Prism) based on OpenAPI + Identifying design issues found during implementation + Using OpenAPI examples to verify that API changes make sense1454https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch13/2026-06-26weekly0.6Chapter 13. Building a backend with Node.js and Swagger Codegen: Designing APIs with Swagger and Op…This chapter covers + Generating backend code with Swagger Codegen + Optimizing an OpenAPI definition for code generation + Designing a Mongoose/MongoDB database based on the domain model + Implementing a basic API operation in Node.js2939https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch14/2026-06-26weekly0.6Chapter 14. Integrating and releasing the web application: Designing APIs with Swagger and OpenAPIThis chapter covers + Adding minimum viable authentication + Managing code and definition repositories + Serving backend and frontend with a single server and base URL2321https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_part3/2026-06-26weekly0.6Part 3. Extending APIs: Designing APIs with Swagger and OpenAPIPart 3. Extending APIs: Designing APIs with Swagger and OpenAPI67https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch15/2026-06-26weekly0.6Chapter 15. Designing the next API iteration: Designing APIs with Swagger and OpenAPIThis chapter covers + Planning the next development sprint with the PetSitter team + Reviewing and updating the user stories with new functional requirements + Aspects of the developer experience that we’ll cover in upcoming chapters2402https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch16/2026-06-26weekly0.6Chapter 16. Designing schemas with composition in OpenAPI: Designing APIs with Swagger and OpenAPIThis chapter covers + Updating the domain model with new concepts + Using subtypes and inheritance in the domain model + Creating composite JSON Schemas from the domain model1951https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch17/2026-06-26weekly0.6Chapter 17. Scaling collection endpoints with filters and pagination: Designing APIs with Swagger a…This chapter covers + Designing filters, pagination, and sorting for APIs + Enhancing the PetSitter OpenAPI definition with these features4302https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch18/2026-06-26weekly0.6Chapter 18. Supporting the unhappy path: Error handling with problem+json: Designing APIs with Swag…This chapter covers + Finding and categorizing API errors + The error-handling format from the OAS tools library + The problem+json format + Adding error responses to the PetSitter OpenAPI definition2745https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch19/2026-06-26weekly0.6Chapter 19. Improving input validation with advanced JSON Schema: Designing APIs with Swagger and O…This chapter covers + JSON Schema keywords for validation + Enhancing PetSitter schemas with those keywords1863https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch20/2026-06-26weekly0.6Chapter 20. Versioning an API and handling breaking changes: Designing APIs with Swagger and OpenAPIThis chapter covers + Changing an API and understanding the impact of changes + Supporting multiple versions of APIs and schemas + Avoiding breaking changes1465https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_ch21/2026-06-26weekly0.6Chapter 21. The API prerelease checklist: Designing APIs with Swagger and OpenAPIThis chapter covers + Going through the prerelease API checklist + Short introductions to topics not further covered in this book + Releasing the PetSitter API2168https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/designing-apis-with/9781617296284AU/9781617296284AU-dapi_au_appa/2026-06-26weekly0.6Appendix A. Swagger 2.0, OpenAPI 3.0, and OpenAPI 3.1: Designing APIs with Swagger and OpenAPIAppendix A. Swagger 2.0, OpenAPI 3.0, and OpenAPI 3.1: Designing APIs with Swagger and OpenAPI1060https://www.oreilly.com/library/cover/9781617296284AU/2022-06-15courseyesnohttps://www.oreilly.com/videos/designing-apis-with/9781617296284AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_p1/2026-06-26weekly0.6Part 1. Getting started with blockchain programming: Blockchain in ActionPart 1. Getting started with blockchain programming: Blockchain in Action101https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-Blo_ch1/2026-06-26weekly0.6Chapter 1. Blockchain basics: Blockchain in ActionThis chapter covers + Understanding blockchain + Discovering decentralized system infrastructure + Exploring distributed ledger technology + Analyzing trust-enabling protocol + Motivating blockchain applications with real-world scenarios2358https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-Blo_ch2/2026-06-26weekly0.6Chapter 2. Smart contracts: Blockchain in ActionThis chapter covers + Understanding smart contracts + Applying design principles to develop smart contracts + Coding smart contracts with the Solidity language + Running and transacting with smart contracts by using the Remix IDE + Designing, developing, deploying, and testing smart contracts for two use cases3821https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-Blo_ch3/2026-06-26weekly0.6Chapter 3. Techniques for trust and integrity: Blockchain in ActionThis chapter covers + Establishing trust through verification, validation, and recording + Enabling trust using Solidity language features + Using finite state machine diagrams to characterize application phases + Incremental development of smart contracts using the Remix IDE + Tips for testing smart contracts3035https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_ch4/2026-06-26weekly0.6Chapter 4. From smart contracts to Dapps: Blockchain in ActionThis chapter covers + Designing the directory structure and code elements of a Dapp + Developing Dapps using the Truffle suite + Connecting a Dapp front end to a smart contract + Managing accounts with the MetaMask-enabled browser + Deploying and testing an end-to-end Dapp2501https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_p2/2026-06-26weekly0.6Part 2. Techniques for end-to-end Dapp development: Blockchain in ActionPart 2. Techniques for end-to-end Dapp development: Blockchain in Action133https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_ch5/2026-06-26weekly0.6Chapter 5. Security and privacy: Blockchain in ActionThis chapter covers + Understanding basics of cryptography and public-private key pairs + Managing digital identity for decentralized participants using public-key cryptography + Using cryptography and hashing for the privacy and security of blockchain data + Illustrating security and privacy concepts using blind auction smart contract + Deploying smart contracts on a public blockchain2584https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_ch6/2026-06-26weekly0.6Chapter 6. On-chain and off-chain data: Blockchain in ActionThis chapter covers + Exploring different kinds of on-chain data: blocks, transactions, receipts, and state + Defining, emitting, and logging events + Accessing event logs from transaction receipts to support Dapp operations + Designing and developing Dapps with on-chain and off-chain data + Demonstrating on-chain and off-chain data using ASK and blind auction Dapps3693https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_ch7/2026-06-26weekly0.6Chapter 7. Web3 and a channel Dapp: Blockchain in ActionThis chapter covers + Using the web3 API to access Ethereum client node functions + Programming with web3 modules and a web3 provider + Designing a Dapp with a side channel + Implementing a micropayment channel for a global cleanup problem + Connecting off-chain operations with on-chain operations3501https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_ch8/2026-06-26weekly0.6Chapter 8. Going public with Infura: Blockchain in ActionThis chapter covers + Exploring Ethereum nodes and network infrastructure + Understanding services offered by infrastructure provider Infura + Defining a roadmap for deploying a Dapp on a public network + Deploying Dapps on Infura nodes and the Ropsten network + Working with multiple decentralized participants3155https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_p3/2026-06-26weekly0.6Part 3. A roadmap and the road ahead: Blockchain in ActionPart 3. A roadmap and the road ahead: Blockchain in Action109https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_ch9/2026-06-26weekly0.6Chapter 9. Tokenization of assets: Blockchain in ActionThis chapter covers + Developing smart contracts for tokenization of assets + Reviewing the Ethereum improvement proposal process and standards + Understanding fungible and non-fungible tokens + Exploring ERC standard tokens ERC20 and ERC721 for fungible and non-fungible assets + Designing and developing of ERC721-compliant real estate token2326https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_ch10/2026-06-26weekly0.6Chapter 10. Testing smart contracts: Blockchain in ActionThis chapter covers + Seeing the importance of testing smart contracts + Writing test scripts in JavaScript + Using Truffle frameworks to support smart contract testing + Interpreting outputs from running test scripts + Developing test scripts for the counter, ballot, and blind auction smart contracts1707https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_ch11/2026-06-26weekly0.6Chapter 11. A roadmap to Dapp development: Blockchain in ActionThis chapter covers + Navigating end-to-end Dapp development guided by a roadmap + Designing and developing an educational credentialing application + Developing a test-driven prototype on a local test chain + Configuring and transforming the prototype Dapp for public deployment + Creating a distributable web app to enable decentralized participants2658https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_ch12/2026-06-26weekly0.6Chapter 12. Blockchain: The road ahead: Blockchain in ActionThis chapter covers + Exploring decentralized identity management + Understanding consensus among decentralized participants + Reviewing scalability, privacy, security, and confidentiality + Analyzing public, private and permissioned blockchain networks + Capturing the scientific research behind blockchain concepts2677https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_appa/2026-06-26weekly0.6Appendix A. UML blockchain design models: Blockchain in ActionAppendix A. UML blockchain design models: Blockchain in Action882https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/9781617296338AU-blo_appb/2026-06-26weekly0.6Appendix B. Design principles: Blockchain in ActionAppendix B. Design principles: Blockchain in Action153https://www.oreilly.com/library/cover/9781617296338AU/2020-10-13courseyesnohttps://www.oreilly.com/videos/blockchain-in-action/9781617296338AU/https://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/9781617296444AU-dcdp_c1/2026-06-26weekly0.6Chapter 1. Introducing the data platform: Designing Cloud Data PlatformsThis chapter covers + Driving change in the world of analytics data + Understanding the growth of data volume, variety, and velocity, and why the traditional data warehouse can’t keep up + Learning why data lakes alone aren’t the answer + Discussing the emergence of the cloud data platform + Studying the core building blocks of the cloud data platform + Viewing sample use cases for cloud data platforms3381https://www.oreilly.com/library/cover/9781617296444AU/2021-05-04courseyesnohttps://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/https://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/9781617296444AU-dcdp_c2/2026-06-26weekly0.6Chapter 2. Why a data platform and not just a data warehouse: Designing Cloud Data PlatformsThis chapter covers + Answering “Why a data platform?” and “Why build in the cloud?” + Comparing data platform to data warehouse–only solutions + Processing differences in structured and semi-structured data + Comparing cloud costs for data warehouse and data platform2856https://www.oreilly.com/library/cover/9781617296444AU/2021-05-04courseyesnohttps://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/https://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/9781617296444AU-dcdp_c3/2026-06-26weekly0.6Chapter 3. Getting bigger and leveraging the Big 3: Amazon, Microsoft Azure, and Google: Designing …This chapter covers + Designing a flexible and scalable six-layer data platform architecture + Understanding how layers support both batch and streaming data + Ensuring the right foundational components for easier management + Implementing a modern cloud data platform in AWS, Google, or Azure7099https://www.oreilly.com/library/cover/9781617296444AU/2021-05-04courseyesnohttps://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/https://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/9781617296444AU-dcdp_c4/2026-06-26weekly0.6Chapter 4. Getting data into the platform: Designing Cloud Data PlatformsThis chapter covers + Understanding databases, files, APIs, and streams + Ingesting data from RDBMSs using SQL versus change data capture + Parsing and ingesting data from various file formats + Developing strategies to deal with source schema changes + Designing an ingestion pipeline to handle the challenges of data streams + Building an ingestion pipeline for SaaS data + Implementing quality control and monitoring in your ingestion pipeline + Discussing network and security considerations for cloud data ingestion8439https://www.oreilly.com/library/cover/9781617296444AU/2021-05-04courseyesnohttps://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/https://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/9781617296444AU-dcdp_c5/2026-06-26weekly0.6Chapter 5. Organizing and processing data: Designing Cloud Data PlatformsThis chapter covers + Organizing and processing data in your cloud data platform + Understanding the different stages of data processing + Discussing the rationale for separating storage from compute + Organizing data in cloud storage and designing a data flow + Implementing common data processing patterns + Choosing the right file formats for archive, staging, and production + Creating a single parameter-driven pipeline with common data transformations4485https://www.oreilly.com/library/cover/9781617296444AU/2021-05-04courseyesnohttps://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/https://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/9781617296444AU-dcdp_c6/2026-06-26weekly0.6Chapter 6. Real-time data processing and analytics: Designing Cloud Data PlatformsThis chapter covers + Defining real-time processing and real-time analytics + Organizing data in fast storage + Understanding typical real-time data transformation scenarios + Organizing data for real-time use + Translating common data transformations into real-time processing + Comparing real-time processing services6573https://www.oreilly.com/library/cover/9781617296444AU/2021-05-04courseyesnohttps://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/https://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/9781617296444AU-dcdp_c7/2026-06-26weekly0.6Chapter 7. Metadata layer architecture: Designing Cloud Data PlatformsThis chapter covers + Understanding data platform technical metadata vs. business metadata + Leveraging metadata to simplify data platform management + Architecting the optimal metadata layer + Designing a metadata model with multiple domains + Understanding metadata layer implementation options + Evaluating commercial and open source metadata options5106https://www.oreilly.com/library/cover/9781617296444AU/2021-05-04courseyesnohttps://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/https://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/9781617296444AU-dcdp_c8/2026-06-26weekly0.6Chapter 8. Schema management: Designing Cloud Data PlatformsThis chapter covers + Managing schema changes in a cloud data platform + Understanding schema-on-read vs. an active a schema-management approach + Evaluating when to use schema-as-a-contract vs. a smart-pipeline approach + Using Spark to infer schemas in batch mode + Implementing a Schema Registry as part of a Metadata layer + Using operational metadata to manage schema changes + Building resilient data pipelines to manage schema changes automatically + Managing schema changes with backward and forward compatibility + Managing schema changes through to the data warehouse consumption layer5170https://www.oreilly.com/library/cover/9781617296444AU/2021-05-04courseyesnohttps://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/https://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/9781617296444AU-dcdp_c9/2026-06-26weekly0.6Chapter 9. Data access and security: Designing Cloud Data PlatformsThis chapter covers + Appreciating how data from the data platform is consumed + Comparing cloud-native data warehouse offerings + Using cloud-native services for data access patterns for applications + Simplifying the machine learning lifecycle + Understanding the basics of a cloud security model5237https://www.oreilly.com/library/cover/9781617296444AU/2021-05-04courseyesnohttps://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/https://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/9781617296444AU-dcdp_c10/2026-06-26weekly0.6Chapter 10. Fueling business value with data platforms: Designing Cloud Data PlatformsThis chapter covers + Understanding how the data platform contributes to business value + Developing a data strategy for your organization + Assessing the analytics maturity of your organization + Anticipating and responding to potential “data-platform stoppers”2453https://www.oreilly.com/library/cover/9781617296444AU/2021-05-04courseyesnohttps://www.oreilly.com/videos/designing-cloud-data/9781617296444AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch1/2026-06-26weekly0.6Chapter 1. What is a domain-specific language?: Building User-Friendly DSLsThis chapter covers + What a domain-specific language is + What adopting a DSL-based approach does for an organization + When to use a DSL + What the key aspects of a DSL are2987https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch2/2026-06-26weekly0.6Chapter 2. Representing DSL content as structured data: Building User-Friendly DSLsThis chapter covers + Learning to represent structured data using a notation for object-relation diagrams + Representing the details in DSL content as tree-like structured data + Learning common terms for the new things we encounter1450https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch3/2026-06-26weekly0.6Chapter 3. Working with ASTs in code: Building User-Friendly DSLsThis chapter covers + Encoding ASTs (represented as ORDs) as values in code + Using Node.js interactively to construct ASTs in code + Interacting with an encoded AST + Traversing encoded ASTs algorithmically2438https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch4/2026-06-26weekly0.6Chapter 4. Projecting the AST: Building User-Friendly DSLsThis chapter covers + Projecting an AST to a visualization as an HTML DOM + Using a polymorphic, stateless React component to implement the projection iteratively1457https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch5/2026-06-26weekly0.6Chapter 5. Editing values in the projection: Building User-Friendly DSLsThis chapter covers + Changing values in existing DSL content + Introducing edit state in React component functions to implement editability2412https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch6/2026-06-26weekly0.6Chapter 6. Editing objects in the projection: Building User-Friendly DSLsThis chapter covers + Adding new AST objects to the projection + Selecting AST objects in the projection + Deleting AST objects from the projection + Projecting unset properties + Capturing special keypresses2726https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch7/2026-06-26weekly0.6Chapter 7. Implementing persistence and transportation of ASTs: Building User-Friendly DSLsThis chapter covers + Implementing a simple web backend with a REST API to persist an AST + Serializing an AST to JSON + Deserializing an AST from its serialized JSON form + Fixing the reference problem we encountered in chapters 5 and 62816https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch8/2026-06-26weekly0.6Chapter 8. Generating code from the AST: Building User-Friendly DSLsThis chapter covers + How the build system relates to the Domain IDE and the Runtime + Why make a reference implementation of the Runtime first + Implementing a code generator using templates + Deriving templates iteratively from the reference implementation’s code + Composing templates conveniently, with declarative indentation3026https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch9/2026-06-26weekly0.6Chapter 9. Preventing things from blowing up: Building User-Friendly DSLsThis chapter covers + Determining the various ways the build system and Runtime can fail + Adding constraints to the DSL so that domain experts are warned about “faulty” DSL content that can cause failures + Strengthening the generator so it can deal with some failures3691https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch10/2026-06-26weekly0.6Chapter 10. Managing change: Building User-Friendly DSLsThis chapter covers + Managing change of the DSL content + Identifying what kind of change we can expect when using a DSL-based approach for software development + Changing and versioning the DSL itself2378https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch11/2026-06-26weekly0.6Chapter 11. Implementing expressions: Binary operations: Building User-Friendly DSLsThis chapter covers + Why, how, and what expressions are useful for + Why binary operations are especially useful + How to represent expressions with binary operations as ASTs + How to implement binary operations across all key aspects of a DSL2809https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch12/2026-06-26weekly0.6Chapter 12. Implementing expressions: Order of operations: Building User-Friendly DSLsThis chapter covers + What “order of operations” means for expressions + How and why the evaluation of an expression should shape the AST representing it + How to take the order of operations into account in a projectional DSL + How to use side-transforms to improve the editing experience for domain experts2756https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch13/2026-06-26weekly0.6Chapter 13. Implementing a type system: Building User-Friendly DSLsThis chapter covers + Computing a type for any expression + Representing types as objects + Implementing type checking constraints by comparing computed types2156https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch14/2026-06-26weekly0.6Chapter 14. Implementing business rules: Building User-Friendly DSLsThis chapter covers + Evolving our example DSL for writing business rules + Implementing business rules + Generating code for running business rules3010https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_ch15/2026-06-26weekly0.6Chapter 15. Some topics we didn’t cover: Building User-Friendly DSLsThis chapter covers + What textual DSLs are, and what parsing is + Why we haven’t used the word “model” + What the prefix “meta” means, and why we haven’t used it + Using language-oriented tooling2851https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_appa/2026-06-26weekly0.6Appendix A. Setting up the development environment: Building User-Friendly DSLsThis appendix covers + Setting up a suitable development environment, either locally or online + Choosing between using a local development environment or a web IDE + Setting up a repository for JavaScript development + Learning how to use a JavaScript dependency manager to install libraries and frameworks + Using the REPL facility of Node.js + Running development tools1844https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/9781617296475AU-bld_appb/2026-06-26weekly0.6Appendix B. Implementing a Transparent Functional Reactive frontend: Building User-Friendly DSLsThis appendix covers + Describing the JavaScript idiom we’ll be writing code in + Setting up a frontend in React and Parcel + Using React components to structure the frontend + Using MobX to react to changes transparently2830https://www.oreilly.com/library/cover/9781617296475AU/2024-11-21courseyesnohttps://www.oreilly.com/videos/building-user-friendly-dsls/9781617296475AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c1/2026-06-26weekly0.6Chapter 1. What is deep learning?: Deep Learning with Python, Second EditionThis chapter covers + High-level definitions of fundamental concepts + Timeline of the development of machine learning + Key factors behind deep learning’s rising popularity and future potential4101https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c2/2026-06-26weekly0.6Chapter 2. The mathematical building blocks of neural networks: Deep Learning with Python, Second E…This chapter covers + A first example of a neural network + Tensors and tensor operations + How neural networks learn via backpropagation and gradient descent4931https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c3/2026-06-26weekly0.6Chapter 3. Introduction to Keras and TensorFlow: Deep Learning with Python, Second EditionThis chapter covers + A closer look at TensorFlow, Keras, and their relationship + Setting up a deep learning workspace + An overview of how core deep learning concepts translate to Keras and TensorFlow2987https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c4/2026-06-26weekly0.6Chapter 4. Getting started with neural networks: Classification and regression: Deep Learning with …This chapter covers + Your first examples of real-world machine learning workflows + Handling classification problems over vector data + Handling continuous regression problems over vector data2477https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c5/2026-06-26weekly0.6Chapter 5. Fundamentals of machine learning: Deep Learning with Python, Second EditionThis chapter covers + Understanding the tension between generalization and optimization, the fundamental issue in machine learning + Evaluation methods for machine learning models + Best practices to improve model fitting + Best practices to achieve better generalization3565https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c6/2026-06-26weekly0.6Chapter 6. The universal workflow of machine learning: Deep Learning with Python, Second EditionThis chapter covers + Steps for framing a machine learning problem + Steps for developing a working model + Steps for deploying your model in production and maintaining it3180https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c7/2026-06-26weekly0.6Chapter 7. Working with Keras: A deep dive: Deep Learning with Python, Second EditionThis chapter covers + Creating Keras models with the Sequential class, the Functional API, and model subclassing + Using built-in Keras training and evaluation loops + Using Keras callbacks to customize training + Using TensorBoard to monitor training and evaluation metrics + Writing training and evaluation loops from scratch2463https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c8/2026-06-26weekly0.6Chapter 8. Introduction to deep learning for computer vision: Deep Learning with Python, Second Edi…This chapter covers + Understanding convolutional neural networks (convnets) + Using data augmentation to mitigate overfitting + Using a pretrained convnet to do feature extraction + Fine-tuning a pretrained convnet3630https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c9/2026-06-26weekly0.6Chapter 9. Advanced deep learning for computer vision: Deep Learning with Python, Second EditionThis chapter covers + The different branches of computer vision: image classification, image segmentation, object detection + Modern convnet architecture patterns: residual connections, batch normalization, depthwise separable convolutions + Techniques for visualizing and interpreting what convnets learn3654https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c10/2026-06-26weekly0.6Chapter 10. Deep learning for timeseries: Deep Learning with Python, Second EditionThis chapter covers + Examples of machine learning tasks that involve timeseries data + Understanding recurrent neural networks (RNNs) + Applying RNNs to a temperature-forecasting example + Advanced RNN usage patterns3364https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c11/2026-06-26weekly0.6Chapter 11. Deep learning for text: Deep Learning with Python, Second EditionThis chapter covers + Preprocessing text data for machine learning applications + Bag-of-words approaches and sequence-modeling approaches for text processing + The Transformer architecture + Sequence-to-sequence learning5878https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c12/2026-06-26weekly0.6Chapter 12. Generative deep learning: Deep Learning with Python, Second EditionThis chapter covers + Text generation + DeepDream + Neural style transfer + Variational autoencoders + Generative adversarial networks4879https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c13/2026-06-26weekly0.6Chapter 13. Best practices for the real world: Deep Learning with Python, Second EditionThis chapter covers + Hyperparameter tuning + Model ensembling + Mixed-precision training + Training Keras models on multiple GPUs or on a TPU2593https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/deep-learning-with/9781617296864AU/9781617296864AU-dlp_c14/2026-06-26weekly0.6Chapter 14. Conclusions: Deep Learning with Python, Second EditionThis chapter covers + Important takeaways from this book + The limitations of deep learning + Possible future directions for deep learning, machine learning, and AI + Resources for further learning and applying your skills in practice5981https://www.oreilly.com/library/cover/9781617296864AU/2021-11-03courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781617296864AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_p1/2026-06-26weekly0.6Part 1 The basics of ensembles: Ensemble Methods for Machine LearningPart 1 The basics of ensembles: Ensemble Methods for Machine Learning88https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_ch1/2026-06-26weekly0.6Chapter 1. Ensemble methods: Hype or hallelujah?: Ensemble Methods for Machine LearningThis chapter covers + Defining and framing the ensemble learning problem + Motivating the need for ensembles in different applications + Understanding how ensembles handle fit versus complexity + Implementing our first ensemble with ensemble diversity and model aggregation2562https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_p2/2026-06-26weekly0.6Part 2 Essential ensemble methods: Ensemble Methods for Machine LearningPart 2 Essential ensemble methods: Ensemble Methods for Machine Learning110https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_ch2/2026-06-26weekly0.6Chapter 2. Homogeneous parallel ensembles: Bagging and random forests: Ensemble Methods for Machine…This chapter covers + Training homogeneous parallel ensembles + Implementing and understanding bagging + Implementing and understanding how random forests work + Training variants with pasting, random subspaces, random patches, and Extra Trees + Using bagging and random forests in practice3221https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_ch3/2026-06-26weekly0.6Chapter 3. Heterogeneous parallel ensembles: Combining strong learners: Ensemble Methods for Machin…This chapter covers + Combining base-learning models by performance-based weighting + Combining base-learning models with meta-learning by stacking and blending + Avoiding overfitting by ensembling with cross validation + Exploring a large-scale, real-world, text-mining case study with heterogeneous ensembles4156https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_ch4/2026-06-26weekly0.6Chapter 4. Sequential ensembles: Adaptive boosting: Ensemble Methods for Machine LearningThis chapter covers + Training sequential ensembles of weak learners + Implementing and understanding how AdaBoost works + Using AdaBoost in practice + Implementing and understanding how LogitBoost works3473https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_ch5/2026-06-26weekly0.6Chapter 5. Sequential ensembles: Gradient boosting: Ensemble Methods for Machine LearningThis chapter covers + Using gradient descent to optimize loss functions for training models + Implementing gradient boosting + Training histogram gradient-boosting models efficiently + Gradient boosting with the LightGBM framework + Avoiding overfitting with LightGBM + Using custom loss function with LightGBM5200https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_ch6/2026-06-26weekly0.6Chapter 6. Sequential ensembles: Newton boosting: Ensemble Methods for Machine LearningThis chapter covers + Using Newton’s descent to optimize loss functions for training models + Implementing and understanding how Newton boosting works + Learning with regularized loss functions + Introducing XGBoost as a powerful framework for Newton boosting + Avoiding overfitting with XGBoost4067https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_p3/2026-06-26weekly0.6Part 3 Ensembles in the wild: Adapting ensemble methods to your data: Ensemble Methods for Machine …Part 3 Ensembles in the wild: Adapting ensemble methods to your data: Ensemble Methods for Machine …165https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_ch7/2026-06-26weekly0.6Chapter 7. Learning with continuous and count labels: Ensemble Methods for Machine LearningThis chapter covers + Regression in machine learning + Loss and likelihood functions for regression + When to use different loss and likelihood functions + Adapting parallel and sequential ensembles for regression problems + Using ensembles for regression in practical settings5290https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_ch8/2026-06-26weekly0.6Chapter 8. Learning with categorical features: Ensemble Methods for Machine LearningThis chapter covers + Introducing categorical features in machine learning + Preprocessing categorical features using supervised and unsupervised encoding + Understanding ordered boosting + Using CatBoost for categorical variables + Handling high-cardinality categorical features4402https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_ch9/2026-06-26weekly0.6Chapter 9. Explaining your ensembles: Ensemble Methods for Machine LearningThis chapter covers + Understanding glass-box versus black-box and global versus local interpretability + Using global black-box methods to understand pretrained ensemble behavior + Using local black-box methods to explain pretrained ensemble predictions + Training and using explainable global and local glass-box ensembles from scratch5835https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/9781617297137AU-emml_epg/2026-06-26weekly0.6Epilogue: Ensemble Methods for Machine LearningEpilogue: Ensemble Methods for Machine Learning585https://www.oreilly.com/library/cover/9781617297137AU/2023-05-10courseyesnohttps://www.oreilly.com/videos/ensemble-methods-for/9781617297137AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch1/2026-06-26weekly0.6Chapter 1. Introduction: Data Analysis with Python and PySparkThis chapter covers + What PySpark is + Why PySpark is a useful tool for analytics + The versatility of the Spark platform and its limitations + PySpark’s way of processing data2004https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_p1/2026-06-26weekly0.6Part 1. Get acquainted: First steps in PySpark: Data Analysis with Python and PySparkPart 1. Get acquainted: First steps in PySpark: Data Analysis with Python and PySpark61https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch2/2026-06-26weekly0.6Chapter 2. Your first data program in PySpark: Data Analysis with Python and PySparkThis chapter covers + Launching and using the pyspark shell for interactive development + Reading and ingesting data into a data frame + Exploring data using the DataFrame structure + Selecting columns using the select() method + Reshaping single-nested data into distinct records using explode() + Applying simple functions to your columns to modify the data they contain + Filtering columns using the where() method2977https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch3/2026-06-26weekly0.6Chapter 3. Submitting and scaling your first PySpark program: Data Analysis with Python and PySparkThis chapter covers + Summarizing data using groupby and a simple aggregate function + Ordering results for display + Writing data from a data frame + Using spark-submit to launch your program in batch mode + Simplifying PySpark writing using method chaining + Scaling your program to multiple files at once1691https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch4/2026-06-26weekly0.6Chapter 4. Analyzing tabular data with pyspark.sql: Data Analysis with Python and PySparkThis chapter covers + Reading delimited data into a PySpark data frame + Understanding how PySpark represents tabular data in a data frame + Ingesting and exploring tabular or relational data + Selecting, manipulating, renaming, and deleting columns in a data frame Summarizing data frames for quick exploration2665https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch5/2026-06-26weekly0.6Chapter 5. Data frame gymnastics: Joining and grouping: Data Analysis with Python and PySparkThis chapter covers + Joining two data frames together + Selecting the right type of join for your use case + Grouping data and understanding the GroupedData transitional object + Breaking the GroupedData with an aggregation method + Filling null values in your data frame2269https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_p2/2026-06-26weekly0.6Part 2. Get proficient: Translate your ideas into code: Data Analysis with Python and PySparkPart 2. Get proficient: Translate your ideas into code: Data Analysis with Python and PySpark93https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch6/2026-06-26weekly0.6Chapter 6. Multidimensional data frames: Using PySpark with JSON data: Data Analysis with Python an…This chapter covers + Drawing parallels between JSON documents and Python data structures + Ingesting JSON data within a data frame + Representing hierarchical data in a data frame through complex column types + Reducing duplication and reliance on auxiliary tables with a document/hierarchical data model + Creating and unpacking data from complex data types3055https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch7/2026-06-26weekly0.6Chapter 7. Bilingual PySpark: Blending Python and SQL code: Data Analysis with Python and PySparkThis chapter covers + Drawing a parallel between PySpark’s instruction set and the SQL vocabulary + Registering data frames as temporary views or tables to query them using Spark SQL + Using the catalog to create, reference, and delete registered tables for SQL querying + Translating common data manipulations instructions from Python to SQL, and vice versa + Using SQL-style clauses inside certain PySpark methods2365https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch8/2026-06-26weekly0.6Chapter 8. Extending PySpark with Python: RDD and UDFs: Data Analysis with Python and PySparkThis chapter covers + Using the RDD as a low-level, flexible data container + Manipulating data in the RDD using higher-order functions + How to promote regular Python functions to UDFs to run in a distributed fashion + How to apply UDFs on local data to ease debugging1736https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch9/2026-06-26weekly0.6Chapter 9. Big data is just a lot of small data: Using pandas UDFs: Data Analysis with Python and P…This chapter covers + Using pandas Series UDFs to accelerate column transformation compared to Python UDFs + Addressing the cold start of some UDFs using Iterator of Series UDF + Controlling batch composition in a split-apply-combine programming pattern + Confidently making a decision about the best pandas UDF to use2418https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch10/2026-06-26weekly0.6Chapter 10. Your data under a different lens: Window functions: Data Analysis with Python and PySpa…This chapter covers: + Window functions and the kind of data transformation they enable + Summarizing, ranking, and analyzing data using the different classes of window functions + Building static, growing, and unbounded windows to your functions + Apply UDF to windows as custom window functions2734https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch11/2026-06-26weekly0.6Chapter 11. Faster PySpark: Understanding Spark’s query planning: Data Analysis with Python and PyS…This chapter covers + How Spark uses CPU, RAM, and hard drive resources + Using memory resources better to speed up (or avoid slowing down) computations + Using the Spark UI to review useful information about your Spark installation + How Spark splits a job into stages and how to profile and monitor those stages + Classifying transformations into narrow and wide operations and how to reason about them + Using caching judiciously and avoiding unfortunate performance drop with improper caching2932https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_p3/2026-06-26weekly0.6Part 3. Get confident: Using machine learning with PySpark: Data Analysis with Python and PySparkPart 3. Get confident: Using machine learning with PySpark: Data Analysis with Python and PySpark74https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch12/2026-06-26weekly0.6Chapter 12. Setting the stage: Preparing features for machine learning: Data Analysis with Python a…This chapter covers + How investing in a solid data manipulation foundation makes data preparation a breeze + Addressing big data quality problems with PySpark + Creating custom features for your ML model + Selecting compelling features for your model + Using transformers and estimators as part of the feature engineering process2639https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch13/2026-06-26weekly0.6Chapter 13. Robust machine learning with ML Pipelines: Data Analysis with Python and PySparkThis chapter covers + Using transformers and estimators to transform data into ML features + Assembling features into a vector through an ML pipeline + Training a simple ML model + Evaluating a model using relevant performance metrics + Optimizing a model using cross-validation + Interpreting a model’s decision-making process through feature weights3236https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_ch14/2026-06-26weekly0.6Chapter 14. Building custom ML transformers and estimators: Data Analysis with Python and PySparkThis chapter covers + Creating your own transformers using Params for parameterization + Creating your own estimators using the companion model approach + Integrating custom transformers and estimators in an ML Pipeline2766https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/data-analysis-with/9781617297205AU/9781617297205AU-pyspark_appc/2026-06-26weekly0.6Appendix C. Some useful Python concepts: Data Analysis with Python and PySparkAppendix C. Some useful Python concepts: Data Analysis with Python and PySpark1505https://www.oreilly.com/library/cover/9781617297205AU/2022-03-15courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781617297205AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch1/2026-06-26weekly0.6Chapter 1. Why microservices?: Bootstrapping Microservices with Docker, Kubernetes, and TerraformThis chapter covers + The learning approach of this book + The what and why of microservices + The benefits and drawbacks of using microservices + What’s wrong with the monolith? + The basics of microservices design + A quick overview of the application we build2811https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch2/2026-06-26weekly0.6Chapter 2. Creating your first microservice: Bootstrapping Microservices with Docker, Kubernetes, a…This chapter covers + Our philosophy of development + Establishing a single-service development environment + Building a microservice for video streaming + Setting up for production and development + Using Node.js to run our microservice3800https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch3/2026-06-26weekly0.6Chapter 3. Publishing your first microservice: Bootstrapping Microservices with Docker, Kubernetes,…This chapter covers + Learning the difference between Docker images and containers + Using Docker in your development environment + Packaging your microservice as a Docker image + Creating a private Docker registry + Publishing your microservice to your Docker registry + Instantiating your microservice in a Docker container3102https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch4/2026-06-26weekly0.6Chapter 4. Data management for microservices: Bootstrapping Microservices with Docker, Kubernetes, …This chapter covers + Using Docker Compose to build and run your microservices application in development + Adding file storage to your application + Adding a database to your application4689https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch5/2026-06-26weekly0.6Chapter 5. Communication between microservices: Bootstrapping Microservices with Docker, Kubernetes…This chapter covers + Using live reload at the application level for faster iterations + Sending direct messages between microservices with HTTP requests + Sending indirect messages between microservices with RabbitMQ + Choosing between using direct and indirect messages4508https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch6/2026-06-26weekly0.6Chapter 6. Creating your production environment: Bootstrapping Microservices with Docker, Kubernete…This chapter covers + Building production infrastructure for your application + Working with Terraform to script the creation of infrastructure + Creating a Kubernetes cluster to host microservices + Interacting with your Kubernetes cluster4548https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch7/2026-06-26weekly0.6Chapter 7. Getting to continuous delivery: Bootstrapping Microservices with Docker, Kubernetes, and…This chapter covers + Deploying containers to your Kubernetes cluster + Working with Terraform to configure Kubernetes + Creating an automated deployment pipeline for your application + Using Bitbucket Pipelines for continuous delivery3124https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch8/2026-06-26weekly0.6Chapter 8. Automated testing for microservices: Bootstrapping Microservices with Docker, Kubernetes…This chapter covers + Automated testing of microservices + Unit testing and integration testing with Jest + End-to-end testing with Cypress + Adding automated testing to your continuous delivery pipeline5081https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch9/2026-06-26weekly0.6Chapter 9. Exploring FlixTube: Bootstrapping Microservices with Docker, Kubernetes, and TerraformThis chapter covers + Revisiting the tools you’ve learned so far + Understanding the layout, structure, and main code paths of FlixTube + Building, running, and testing FlixTube in development + Using Terraform to deploy FlixTube to production + Building the continuous delivery pipeline for FlixTube3935https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch10/2026-06-26weekly0.6Chapter 10. Healthy microservices: Bootstrapping Microservices with Docker, Kubernetes, and Terrafo…This chapter covers + Techniques to ensure your microservices remain healthy + Logging and monitoring for microservices + Debugging microservices + Patterns for reliability and fault tolerance4179https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/9781617297212AU-bmdkt_ch11/2026-06-26weekly0.6Chapter 11. Pathways to scalability: Bootstrapping Microservices with Docker, Kubernetes, and Terra…This chapter covers + Scaling microservices to bigger development teams + Scaling microservices to meet growing demand + Understanding basic security concerns + Strategies for converting a monolith to microservices + Tips for building with microservices on a budget4154https://www.oreilly.com/library/cover/9781617297212AU/2021-02-11courseyesnohttps://www.oreilly.com/videos/bootstrapping-microservices-with/9781617297212AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch1/2026-06-26weekly0.6Chapter 1. Why Kubernetes exists: Core KubernetesThis chapter covers + Why Kubernetes exists + Commonly used Kubernetes terms + Specific use cases for Kubernetes + High-level Kubernetes features + When not to run Kubernetes2205https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch2/2026-06-26weekly0.6Chapter 2. Why the Pod?: Core KubernetesThis chapter covers + What is a Pod? + An example web app and why we need the Pod + How Kubernetes is built for Pods + The Kubernetes control plane3362https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch3/2026-06-26weekly0.6Chapter 3. Let’s build a Pod: Core KubernetesThis chapter covers + Exploring the basics of Linux primitives + Utilizing Linux primitives in Kubernetes + Building your own Pod without using Docker + Why certain Kubernetes plugins have evolved over time4869https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch4/2026-06-26weekly0.6Chapter 4. Using cgroups for processes in our Pods: Core KubernetesThis chapter covers + Exploring the basics of cgroups + Identifying Kubernetes processes + Learning how to create and manage cgroups + Using Linux commands to investigate cgroup hierarchies + Understanding cgroup v2 versus cgroup v1 + Installing Prometheus and looking at Pod resource usage3461https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch5/2026-06-26weekly0.6Chapter 5. CNIs and providing the Pod with a network: Core KubernetesThis chapter covers + Defining the Kubernetes SDN in terms of the kube-proxy and CNI + Connecting between traditional SDN Linux tools and CNI plugins + Using open source technologies to govern the way CNIs operate + Exploring the Calico and Antrea CNI providers3021https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch6/2026-06-26weekly0.6Chapter 6. Troubleshooting large-scale network errors: Core KubernetesThis chapter covers + Confirming cluster functionality with Sonobuoy + Tracing a Pod’s data path + Using the arp and ip commands to inspect CNI routing + A deeper look at kube-proxy and iptables + An introduction to Layer 7 networking (the ingress resource)2835https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch7/2026-06-26weekly0.6Chapter 7. Pod storage and the CSI: Core KubernetesThis chapter covers + Introducing the virtual filesystem (VFS) + Exploring Kubernetes in-tree and out-of-tree storage providers + Running dynamic storage in a kind cluster with multiple containers + Defining the Container Storage Interface (CSI)2154https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch8/2026-06-26weekly0.6Chapter 8. Storage implementation and modeling: Core KubernetesThis chapter covers + Exploring how dynamic storage works + Utilizing emptyDir volumes in workloads + Managing storage with CSI providers + Using hostPath values with CNI and CSI + Implementing storageClassTemplates for Cassandra2967https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch9/2026-06-26weekly0.6Chapter 9. Running Pods: How the kubelet works: Core KubernetesThis chapter covers + Learning what the kubelet does and how it’s configured + Connecting container runtimes and launching containers + Controlling the Pod’s life cycle + Understanding the CRI + Looking at the Go interfaces inside the kubelet and CRI2323https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch10/2026-06-26weekly0.6Chapter 10. DNS in Kubernetes: Core KubernetesThis chapter covers + Reviewing DNS in Kubernetes clusters + Exploring hierarchical DNS + Examining the default DNS in a Pod + Configuring CoreDNS1713https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch11/2026-06-26weekly0.6Chapter 11. The core of the control plane: Core KubernetesThis chapter covers + Investigating core components of the control plane + Reviewing API server details + Exploring scheduler interfaces and its inner workings + Walking through the controller manager and cloud manager1377https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch12/2026-06-26weekly0.6Chapter 12. etcd and the control plane: Core KubernetesThis chapter covers + Comparing etcd v2 and v3 + Looking at a watch in Kubernetes + Exploring the importance of strict consistency + Load balancing against etcd nodes + Looking at etcd’s security model in Kubernetes3189https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch13/2026-06-26weekly0.6Chapter 13. Container and Pod security: Core KubernetesThis chapter covers + Reviewing security basics + Exploring best practices for container security + Constraining Pods with a security context and resource limits2029https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch14/2026-06-26weekly0.6Chapter 14. Nodes and Kubernetes security: Core KubernetesThis chapter covers + Node hardening and Pod manifest + API server security, including RBAC + User authentications and authorization + The Open Policy Agent (OPA) + Multi-tenancy in Kubernetes3610https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/core-kubernetes/9781617297557AU/9781617297557AU-ck_au_ch15/2026-06-26weekly0.6Chapter 15. Installing applications: Core KubernetesThis chapter covers + Reviewing Kubernetes application management + Installing the prototypical Guestbook application + Building a production-friendly version of the Guestbook app2484https://www.oreilly.com/library/cover/9781617297557AU/2022-06-28courseyesnohttps://www.oreilly.com/videos/core-kubernetes/9781617297557AU/https://www.oreilly.com/videos/classic-computer-science/9781617297601AU/9781617297601AU-ccsp_ch1/2026-06-26weekly0.6Chapter 1. Small problems: Classic Computer Science Problems in JavaChapter 1. Small problems: Classic Computer Science Problems in Java1797https://www.oreilly.com/library/cover/9781617297601AU/2021-01-10courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617297601AU/https://www.oreilly.com/videos/classic-computer-science/9781617297601AU/9781617297601AU-ccsp_ch2/2026-06-26weekly0.6Chapter 2. Search problems: Classic Computer Science Problems in JavaChapter 2. Search problems: Classic Computer Science Problems in Java2414https://www.oreilly.com/library/cover/9781617297601AU/2021-01-10courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617297601AU/https://www.oreilly.com/videos/classic-computer-science/9781617297601AU/9781617297601AU-ccsp_ch3/2026-06-26weekly0.6Chapter 3. Constraint-satisfaction problems: Classic Computer Science Problems in JavaChapter 3. Constraint-satisfaction problems: Classic Computer Science Problems in Java1335https://www.oreilly.com/library/cover/9781617297601AU/2021-01-10courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617297601AU/https://www.oreilly.com/videos/classic-computer-science/9781617297601AU/9781617297601AU-ccsp_ch4/2026-06-26weekly0.6Chapter 4. Graph problems: Classic Computer Science Problems in JavaChapter 4. Graph problems: Classic Computer Science Problems in Java2101https://www.oreilly.com/library/cover/9781617297601AU/2021-01-10courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617297601AU/https://www.oreilly.com/videos/classic-computer-science/9781617297601AU/9781617297601AU-ccsp_ch5/2026-06-26weekly0.6Chapter 5. Genetic algorithms: Classic Computer Science Problems in JavaChapter 5. Genetic algorithms: Classic Computer Science Problems in Java1875https://www.oreilly.com/library/cover/9781617297601AU/2021-01-10courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617297601AU/https://www.oreilly.com/videos/classic-computer-science/9781617297601AU/9781617297601AU-ccsp_ch6/2026-06-26weekly0.6Chapter 6. K-means clustering: Classic Computer Science Problems in JavaChapter 6. K-means clustering: Classic Computer Science Problems in Java1317https://www.oreilly.com/library/cover/9781617297601AU/2021-01-10courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617297601AU/https://www.oreilly.com/videos/classic-computer-science/9781617297601AU/9781617297601AU-ccsp_ch7/2026-06-26weekly0.6Chapter 7. Fairly simple neural networks: Classic Computer Science Problems in JavaChapter 7. Fairly simple neural networks: Classic Computer Science Problems in Java3036https://www.oreilly.com/library/cover/9781617297601AU/2021-01-10courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617297601AU/https://www.oreilly.com/videos/classic-computer-science/9781617297601AU/9781617297601AU-ccsp_ch8/2026-06-26weekly0.6Chapter 8. Adversarial search: Classic Computer Science Problems in JavaChapter 8. Adversarial search: Classic Computer Science Problems in Java1747https://www.oreilly.com/library/cover/9781617297601AU/2021-01-10courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617297601AU/https://www.oreilly.com/videos/classic-computer-science/9781617297601AU/9781617297601AU-ccsp_ch9/2026-06-26weekly0.6Chapter 9. Miscellaneous problems: Classic Computer Science Problems in JavaChapter 9. Miscellaneous problems: Classic Computer Science Problems in Java1480https://www.oreilly.com/library/cover/9781617297601AU/2021-01-10courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617297601AU/https://www.oreilly.com/videos/classic-computer-science/9781617297601AU/9781617297601AU-ccsp_ch10/2026-06-26weekly0.6Chapter 10. Interview with Brian Goetz: Classic Computer Science Problems in JavaChapter 10. Interview with Brian Goetz: Classic Computer Science Problems in Java2341https://www.oreilly.com/library/cover/9781617297601AU/2021-01-10courseyesnohttps://www.oreilly.com/videos/classic-computer-science/9781617297601AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch1/2026-06-26weekly0.6Chapter 1. Into the world of chaos engineering: Chaos EngineeringThis chapter covers + What chaos engineering is and is not + Motivations for doing chaos engineering + Anatomy of a chaos experiment + A simple example of chaos engineering in practice2318https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_p1/2026-06-26weekly0.6Part 1. Chaos engineering fundamentals: Chaos EngineeringPart 1. Chaos engineering fundamentals: Chaos Engineering75https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch2/2026-06-26weekly0.6Chapter 2. First cup of chaos and blast radius: Chaos EngineeringThis chapter covers + Setting up a virtual machine to run through accompanying code + Using basic Linux forensics—why did your process die? + Performing your first chaos experiment with a simple bash script + Understanding the blast radius2377https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch3/2026-06-26weekly0.6Chapter 3. Observability: Chaos EngineeringThis chapter covers + Diagnosing system performance issues with the USE method + Understanding basic system metrics used in chaos experiments + Using Linux tools to check system metrics + Using a time-series database to gain continuous insight into system performance4326https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch4/2026-06-26weekly0.6Chapter 4. Database trouble and testing in production: Chaos EngineeringThis chapter covers + Designing chaos experiments for open source software + Adding network latency by using Traffic Control + Understanding when testing in production might make sense and how to approach it2087https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_p2/2026-06-26weekly0.6Part 2. Chaos engineering in action: Chaos EngineeringPart 2. Chaos engineering in action: Chaos Engineering109https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch5/2026-06-26weekly0.6Chapter 5. Poking Docker: Chaos EngineeringThis chapter covers + What Docker is, how it works, and where it came from + Designing chaos experiments for software running in Docker + Performing chaos experiments on Docker itself + Using tools like Pumba to implement chaos experiments in Docker6478https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch6/2026-06-26weekly0.6Chapter 6. Who you gonna call? Syscall-busters!: Chaos EngineeringThis chapter covers + Observing syscalls of a running process by using strace and BPF + Working with black-box software + Designing chaos experiments at the syscall level + Blocking syscalls by using strace and seccomp3539https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch7/2026-06-26weekly0.6Chapter 7. Injecting failure into the JVM: Chaos EngineeringThis chapter covers + Designing chaos experiments for applications written in Java + Injecting failure into a JVM using the java.lang.instrument interface (javaagent) + Using free, open source tools to implement chaos experiments2964https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch8/2026-06-26weekly0.6Chapter 8. Application-level fault injection: Chaos EngineeringThis chapter covers + Building chaos engineering capabilities directly into your application + Ensuring that the extra code doesn’t affect the application’s performance + More advanced usage of Apache Bench1842https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch9/2026-06-26weekly0.6Chapter 9. There’s a monkey in my browser!: Chaos EngineeringThis chapter covers + Applying chaos engineering to frontend code + Overriding browser JavaScript requests to inject failure, with no source code changes1940https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_p3/2026-06-26weekly0.6Part 3. Chaos engineering in Kubernetes: Chaos EngineeringPart 3. Chaos engineering in Kubernetes: Chaos Engineering92https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch10/2026-06-26weekly0.6Chapter 10. Chaos in Kubernetes: Chaos EngineeringThis chapter covers + Quick introduction to Kubernetes + Designing chaos experiments for software running on Kubernetes + Killing subsets of applications running on Kubernetes to test their resilience + Injecting network slowness using a proxy3833https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch11/2026-06-26weekly0.6Chapter 12. Automating Kubernetes experiments: Chaos EngineeringThis chapter covers + Automating chaos experiments for Kubernetes with PowerfulSeal + Recognizing the difference between one-off experiments and ongoing SLO verification + Designing chaos experiments on the VM level using cloud provider APIs2205https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch12/2026-06-26weekly0.6Chapter 12. Under the hood of Kubernetes: Chaos EngineeringThis chapter covers + Understanding how Kubernetes components work together under the hood + Debugging Kubernetes and understanding how the components break + Designing chaos experiments to make your Kubernetes clusters more reliable2635https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_ch13/2026-06-26weekly0.6Chapter 13. Chaos engineering (for) people: Chaos EngineeringThis chapter covers + Understanding mindset shifts required for effective chaos engineering + Getting buy-in from the team and management for doing chaos engineering + Applying chaos engineering to teams to make them more reliable2084https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_appb/2026-06-26weekly0.6Appendix B. Answers to the pop quizzes: Chaos EngineeringAppendix B. Answers to the pop quizzes: Chaos Engineering926https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_appc/2026-06-26weekly0.6Appendix C. Director’s cut (aka the bloopers): Chaos EngineeringAppendix C. Director’s cut (aka the bloopers): Chaos Engineering493https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/chaos-engineering/9781617297755AU/9781617297755AU-chaos_appd/2026-06-26weekly0.6Appendix D. Chaos-engineering recipes: Chaos EngineeringAppendix D. Chaos-engineering recipes: Chaos Engineering598https://www.oreilly.com/library/cover/9781617297755AU/2021-03-07courseyesnohttps://www.oreilly.com/videos/chaos-engineering/9781617297755AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_part1/2026-06-26weekly0.6Part 1 Using C# and .NET: Code like a Pro in C#Part 1 Using C# and .NET: Code like a Pro in C#53https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch1/2026-06-26weekly0.6Chapter 1. Introducing C# and .NET: Code like a Pro in C#This chapter covers + Understanding what C# and .NET are + Learning why you would use C# for your projects (and why you wouldn’t) + Switching to C# and how to get started2115https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch2/2026-06-26weekly0.6Chapter 2. .NET and how it compiles: Code like a Pro in C#This chapter covers + Compiling C# to native code + Reading and understanding Intermediate Language2626https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_part2/2026-06-26weekly0.6Part 2 The existing codebase: Code like a Pro in C#Part 2 The existing codebase: Code like a Pro in C#40https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch3/2026-06-26weekly0.6Chapter 3. How bad is this code?: Code like a Pro in C#This chapter covers + HTTP routes, resources, and endpoints + Auto-properties and init-only setters + Configuring an ASP.NET service2894https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch4/2026-06-26weekly0.6Chapter 4. Manage your unmanaged resources!: Code like a Pro in C#This chapter covers + Discovering the underlying type of an object at compile time and run time + Writing code that uses IDisposable and using statements to dispose of unmanaged resources + Using method and constructor overloading + Using attributes + Accepting a JSON or XML input in an endpoint and parsing it into a custom object2831https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_part3/2026-06-26weekly0.6Part 3 The database access layer: Code like a Pro in C#Part 3 The database access layer: Code like a Pro in C#35https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch5/2026-06-26weekly0.6Chapter 5. Setting up a project and database with Entity Framework Core: Code like a Pro in C#This chapter covers + Refactoring a legacy codebase to be clean and secure + Using Entity Framework Core to query a database + Implementing the repository/service pattern + Creating a new .NET 5 solution and project using the command line3104https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_part4/2026-06-26weekly0.6Part 4 The repository layer: Code like a Pro in C#Part 4 The repository layer: Code like a Pro in C#32https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch6/2026-06-26weekly0.6Chapter 6. Test-driven development and dependency injection: Code like a Pro in C#This chapter covers + Using locks, mutexes, and semaphores + Converting between synchronous and asynchronous methods + Using dependency injection with unit tests3938https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch7/2026-06-26weekly0.6Chapter 7. Comparing objects: Code like a Pro in C#This chapter covers + Implementing the GetCustomerByName method + Viewing methods through the lens of lambda calculus + Using nullable types + Using custom exceptions + Operator overloading and custom equality comparisons2953https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch8/2026-06-26weekly0.6Chapter 8. Stubbing, generics, and coupling: Code like a Pro in C#This chapter covers + Creating the Booking repository class using test-driven development + Separation of concerns and coupling + Programming with generics + Unit testing with stubs3725https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch9/2026-06-26weekly0.6Chapter 9. Extension methods, streams, and abstract classes: Code like a Pro in C#This chapter covers + Using streams to redirect console output + Using abstract classes to provide common functionality across derived classes + Using the AddRange LINQ method to add many things to a collection at once + Using the SortedList collection + Using extension methods to extend existing types with new functionality + Refactoring “magic numbers”3656https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_part5/2026-06-26weekly0.6Part 5 The service layer: Code like a Pro in C#Part 5 The service layer: Code like a Pro in C#36https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch10/2026-06-26weekly0.6Chapter 10. Reflection and mocks: Code like a Pro in C#This chapter covers + A refresher on using the repository/service pattern and views + Testing with mocks using the Moq library + Detecting coupling in multilayered testing architectures + Using preprocessor directives + Using reflection to retrieve assembly information at run time3642https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch11/2026-06-26weekly0.6Chapter 11. Runtime type checking revisited and error handling: Code like a Pro in C#This chapter covers + Using the Assert.IsInstanceOfType test assertion + Calling multiple repositories from a service class + Using the discard operator + Using multiple catch blocks + Checking types at runtime with the is and as operators2406https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch12/2026-06-26weekly0.6Chapter 12. Using IAsyncEnumerable<T> and yield return: Code like a Pro in C#This chapter covers + Using the generic Queue data structure + Using yield return and IAsyncEnumerable + Creating views + Using private getters and setters with auto-properties + How structs differ from classes + Using checked and unchecked keywords2585https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_part6/2026-06-26weekly0.6Part 6 The controller layer: Code like a Pro in C#Part 6 The controller layer: Code like a Pro in C#43https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch13/2026-06-26weekly0.6Chapter 13. Middleware, HTTP routing, and HTTP responses: Code like a Pro in C#This chapter covers + Routing HTTP requests to controllers and endpoints + Declaring HTTP routes with HttpAttribute method attributes + Injecting dependencies with middleware + Using the IActionResult interface to return HTTP responses2889https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_ch14/2026-06-26weekly0.6Chapter 14. JSON serialization/ deserialization and custom model binding: Code like a Pro in C#This chapter covers + Serializing and deserializing JSON data + Using the [FromBody] argument attribute to magically deserialize JSON data + Implementing a custom model binder using the IModelBinder interface + Generating an OpenAPI specification on the fly at run time2615https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/code-like-a/9781617298028AU/9781617298028AU-clpc_appB/2026-06-26weekly0.6Appendix B. Clean code checklist: Code like a Pro in C#Appendix B. Clean code checklist: Code like a Pro in C#257https://www.oreilly.com/library/cover/9781617298028AU/2021-07-21courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617298028AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_p1/2026-06-26weekly0.6Part 1. Exploring cybersecurity careers: Cybersecurity Career GuidePart 1. Exploring cybersecurity careers: Cybersecurity Career Guide102https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_ch1/2026-06-26weekly0.6Chapter 1. This thing we call cybersecurity: Cybersecurity Career GuideThis chapter covers + Defining the term cybersecurity and understanding its history + Identifying the role, values, and ideology of cybersecurity + Realizing the importance of diversity as we seek to improve cybersecurity2627https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_ch2/2026-06-26weekly0.6Chapter 2. The cybersecurity career landscape: Cybersecurity Career GuideThis chapter covers + Various disciplines included in cybersecurity + Profiles of cybersecurity professionals across these disciplines + Characteristics of good cybersecurity professionals2580https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_ch3/2026-06-26weekly0.6Chapter 3. Help wanted, skills in a hot market: Cybersecurity Career GuideThis chapter covers + Current state of jobs in cybersecurity and the common challenges we face + Seniority progression within cybersecurity + Common technical job skills employed in cybersecurity roles + Common soft skills and how they apply to cybersecurity3007https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_p2/2026-06-26weekly0.6Part 2. Preparing for and mastering your job search: Cybersecurity Career GuidePart 2. Preparing for and mastering your job search: Cybersecurity Career Guide125https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_ch4/2026-06-26weekly0.6Chapter 4. Taking the less traveled path: Cybersecurity Career GuideThis chapter covers + Recognizing common challenges faced by those seeking an entry-level security job + Getting to know yourself and writing a personal objective + Linking core skills to your objective and potential security roles + Creating a capabilities inventory + Identifying and documenting your skills gap3435https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_ch5/2026-06-26weekly0.6Chapter 5. Addressing your capabilities gap: Cybersecurity Career GuideThis chapter covers + Identifying cybersecurity certifications, assessing their value, and choosing whether to pursue them + Understanding how academic cybersecurity programs impact the job search + Leveraging less formal and self-directed education to build practical skills3225https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_ch6/2026-06-26weekly0.6Chapter 6. Resumes, applications, and interviews: Cybersecurity Career GuideThis chapter covers + Building and tailoring a resume to accommodate applicant tracking systems + Choosing the right job opportunities to apply to + Making informal learning and skills development stand out credibly + Preparing for screening, technical, and team interviews + Avoiding common pitfalls that often trip up candidates + Negotiating and accepting terms of a job offer4028https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_p3/2026-06-26weekly0.6Part 3. Building for long-term success: Cybersecurity Career GuidePart 3. Building for long-term success: Cybersecurity Career Guide132https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_ch7/2026-06-26weekly0.6Chapter 7. The power of networking and mentorship: Cybersecurity Career GuideThis chapter covers + Leveraging tools to build a professional network of security professionals + Finding a mentor by identifying the right characteristics and traits + Setting up a mentoring relationship based on the right expectations + Gracefully ending a mentoring relationship2197https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_ch8/2026-06-26weekly0.6Chapter 8. The threat of impostor syndrome: Cybersecurity Career GuideThis chapter covers + Understanding what impostor syndrome is, why it’s important, and who experiences it + Examining yourself to identify the causes of your impostor syndrome + Avoiding or overcoming impostor syndrome + Objectively recognizing and celebrating your achievements2426https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/9781617298202AU-cyber_ch9/2026-06-26weekly0.6Chapter 9. Achieving success: Cybersecurity Career GuideThis chapter covers + Recognizing and overcoming challenges to career success in cybersecurity + Setting long-term goals and building a progressive strategy to achieve them + Pivoting from one area of cybersecurity to another + Taking everything you’ve learned and putting it into motion2683https://www.oreilly.com/library/cover/9781617298202AU/2022-06-30courseyesnohttps://www.oreilly.com/videos/cybersecurity-career-guide/9781617298202AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_p1/2026-06-26weekly0.6Part 1. Deep learning fundamentals: Deep Learning Patterns and PracticesPart 1. Deep learning fundamentals: Deep Learning Patterns and Practices61https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch1/2026-06-26weekly0.6Chapter 1. Designing modern machine learning: Deep Learning Patterns and PracticesThis chapter covers + Evolving from classical AI to cutting-edge approaches + Applying design patterns to deep learning + Introducing the procedural reuse design pattern for modeling neural networks2721https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch2/2026-06-26weekly0.6Chapter 2. Deep neural networks: Deep Learning Patterns and PracticesThis chapter covers + Breaking down the structure of neural networks and deep neural networks + Using feed-forward and backward propagation during training to learn model weights + Coding neural network models in both TF.Keras sequential and functional APIs + Understanding the various types of model tasks + Using strategies to prevent overfitting3301https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch3/2026-06-26weekly0.6Chapter 3. Convolutional and residual neural networks: Deep Learning Patterns and PracticesThis chapter covers + Understanding the structure of convolutional neural networks + Constructing a ConvNet model + Designing and constructing a VGG model + Designing and constructing a residual network model2873https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch4/2026-06-26weekly0.6Chapter 4. Training fundamentals: Deep Learning Patterns and PracticesThis chapter covers + Forward feeding and backward propagation + Splitting datasets and preprocessing data + Using validation data to monitor overfitting + Using checkpointing and early stopping for more-economical training + Using hyperparameters versus model parameters + Training for invariance to location and scale + Assembling and accessing on-disk datasets + Saving and then restoring a trained model5166https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_p2/2026-06-26weekly0.6Part 2. Basic design pattern: Deep Learning Patterns and PracticesPart 2. Basic design pattern: Deep Learning Patterns and Practices126https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch5/2026-06-26weekly0.6Chapter 5. Procedural design pattern: Deep Learning Patterns and PracticesThis chapter covers + Introducing a procedural design pattern for a convolutional neural network + Decomposing the architecture of the procedural design pattern into macro- and micro-components + Coding former SOTA models with the procedural design pattern3420https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch6/2026-06-26weekly0.6Chapter 6. Wide convolutional neural networks: Deep Learning Patterns and PracticesThis chapter covers + Introducing the wide convolutional layer design pattern + Understanding the advantages of wide versus deep layers + Refactoring micro-architecture patterns to decrease computational complexity + Coding former SOTA wide convolutional models with the procedural design pattern3604https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch7/2026-06-26weekly0.6Chapter 7. Alternative connectivity patterns: Deep Learning Patterns and PracticesThis chapter covers + Understanding alternative connectivity patterns for deeper and wider layers + Increasing accuracy with feature map reuse, further refactoring convolutions, and squeeze-excitation + Coding alternatively connected models (DenseNet, Xception, SE-Net) with the procedural design pattern2570https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch8/2026-06-26weekly0.6Chapter 8. Mobile convolutional neural networks: Deep Learning Patterns and PracticesThis chapter covers + Understanding the design principles and unique requirements for mobile convolutional networks + Examining the design patterns for MobileNet v1 and v2, SqueezeNet, and ShuffleNet + Coding examples of these models by using the procedural design pattern + Making models more compact by quantizing models and then executing them using TensorFlow Lite (TF Lite)4576https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch9/2026-06-26weekly0.6Chapter 9. Autoencoders: Deep Learning Patterns and PracticesThis chapter covers + Understanding the design principles and patterns for DNN and CNN autoencoders + Coding these models using the procedural design pattern + Regularization when training an autoencoder + Using an autoencoder for compression, denoising, and super resolution + Using an autoencoder for pretraining to improve the model’s ability to generalize2496https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_p3/2026-06-26weekly0.6Part 3. Working with pipelines: Deep Learning Patterns and PracticesPart 3. Working with pipelines: Deep Learning Patterns and Practices141https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch10/2026-06-26weekly0.6Chapter 10. Hyperparameter tuning: Deep Learning Patterns and PracticesThis chapter covers + Initializing the weights in a model prior to warm-up training + Doing hyperparameter search manually and automatically + Constructing a learning rate scheduler for training a model + Regularizing a model during training3301https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch11/2026-06-26weekly0.6Chapter 11. Transfer learning: Deep Learning Patterns and PracticesThis chapter covers + Using prebuilt and pretrained models from TF.Keras and TensorFlow Hub + Performing transfer learning between tasks in similar and distinct domains + Initializing models with domain-specific weights for transfer learning + Determining when to reuse high-dimensionality or low-dimensionality latent space2715https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch12/2026-06-26weekly0.6Chapter 12. Data distributions: Deep Learning Patterns and PracticesThis chapter covers + Applying statistical principles of distributions in machine learning + Understanding the differences between curated and uncurated datasets + Using population, sampling, and subpopulation distributions + Applying distribution concepts when training a model2082https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch13/2026-06-26weekly0.6Chapter 13. Data pipeline: Deep Learning Patterns and PracticesThis chapter covers + Understanding the common types of data formats and storage for training datasets + Using TensorFlow TFRecord format and tf.data for dataset representations and transformations + Constructing a data pipeline for feeding a model during training + Preprocessing using TF.Keras preprocessing layers, layer subclassing, and TFX components + Using data augmentation to train models for translational, scale, and viewport invariance4637https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/9781617298264AU-dlpp_au_ch14/2026-06-26weekly0.6Chapter 14. Training and deployment pipeline: Deep Learning Patterns and PracticesThis chapter covers + Feeding models training data in a production environment + Scheduling for continuous retraining + Using version control and evaluating models before and after deployment + Deploying models for large-scale on-demand and batch requests, in both monolithic and distributed deployments5640https://www.oreilly.com/library/cover/9781617298264AU/2021-09-21courseyesnohttps://www.oreilly.com/videos/deep-learning-patterns/9781617298264AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_p1/2026-06-26weekly0.6Part 1. Getting started: Entity Framework Core in Action, Second EditionPart 1. Getting started: Entity Framework Core in Action, Second Edition139https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch1/2026-06-26weekly0.6Chapter 1. Introduction to Entity Framework Core: Entity Framework Core in Action, Second EditionThis chapter covers + Understanding the anatomy of an EF Core application + Accessing and updating a database with EF Core + Exploring a real-world EF Core application + Deciding whether to use EF Core in your application3168https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch2/2026-06-26weekly0.6Chapter 2. Querying the database: Entity Framework Core in Action, Second EditionThis chapter covers + Modeling three main types of database relationships + Creating and changing a database via migration + Defining and creating an application DbContext + Loading related data + Splitting complex queries into subqueries4161https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch3/2026-06-26weekly0.6Chapter 3 Changing the database content: Entity Framework Core in Action, Second EditionThis chapter covers + Creating a new row in a database table + Updating existing rows in a database table for two types of applications + Updating entities with one-to-one, one-to-many, and many-to-many relationships + Deleting single entities, and entities with relationships, from a database4022https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch4/2026-06-26weekly0.6Chapter 4. Using EF Core in business logic: Entity Framework Core in Action, Second EditionThis chapter covers + Understanding business logic and its use of EF Core + Looking at three types of business logic, from the easy to the complex + Reviewing each type of business logic, with pros and cons + Adding a step that validates the data before it’s written to the database + Using transactions to daisy-chain code sequences3611https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch5/2026-06-26weekly0.6Chapter 5. Using EF Core in ASP.NET Core web applications: Entity Framework Core in Action, Second …This chapter covers + Using EF Core in ASP.NET Core + Using dependency injection in ASP.NET Core + Accessing the database in ASP.NET Core MVC actions + Using EF Core migrations to update a database + Using async/await to improve scalability4502https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch6/2026-06-26weekly0.6Chapter 6. Tips and techniques for reading and writing with EF Core: Entity Framework Core in Actio…This chapter covers + Selecting the right approach to read data from the database + Writing queries that perform well on the database side + Avoiding problems when you use Query Filters and special LINQ commands + Using AutoMapper to write Select queries more quickly + Writing code to quickly copy and delete entities in the database3946https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_p2/2026-06-26weekly0.6Part 2. Entity Framework in depth: Entity Framework Core in Action, Second EditionPart 2. Entity Framework in depth: Entity Framework Core in Action, Second Edition130https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch7/2026-06-26weekly0.6Chapter 7. Configuring nonrelational properties: Entity Framework Core in Action, Second EditionThis chapter covers + Configuring EF Core three ways + Focusing on nonrelational properties + Defining the database structure + Introducing value converters, shadow properties, and backing fields + Deciding which type of configuration works best in different situations4181https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch8/2026-06-26weekly0.6Chapter 8. Configuring relationships: Entity Framework Core in Action, Second EditionThis chapter covers + Configuring relationships with By Convention + Configuring relationships with Data Annotations + Configuring relationships with the Fluent API + Mapping entities to database tables in five other ways5032https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch9/2026-06-26weekly0.6Chapter 9. Handling database migrations: Entity Framework Core in Action, Second EditionThis chapter covers + Different ways to create commands to update a database’s structure + Three starting points from which you create database structure changes + How to detect and fix database structure changes that would lose data + How the characteristics of your application affect the way you apply a database change4815https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch10/2026-06-26weekly0.6Chapter 10. Configuring advanced features and handling concurrency conflicts: Entity Framework Core…This chapter covers + Using an SQL user-defined function in EF Core queries + Configuring columns to have default values or computed values + Configuring SQL column properties on databases not created by EF Core + Handling concurrency conflicts3694https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch11/2026-06-26weekly0.6Chapter 11. Going deeper into the DbContext: Entity Framework Core in Action, Second EditionThis chapter covers + Seeing how your application’s DbContext detects changes in tracked entities + Using the change tracking method in your DbContext to build an audit trail + Using raw SQL commands via the DbContext’s Database property + Finding the entities to database mapping using DbContext’s Model property + Using EF Core’s database connection resiliency4183https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_p3/2026-06-26weekly0.6Part 3. Using Entity Framework Core in real-world applications: Entity Framework Core in Action, Se…Part 3. Using Entity Framework Core in real-world applications: Entity Framework Core in Action, Se…141https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch12/2026-06-26weekly0.6Chapter 12. Using entity events to solve business problems: Entity Framework Core in Action, Second…This chapter + Understanding the types of events that work well with EF Core + Using domain events to trigger extra business rules + Using integration events to synchronize two parts of your application + Implementing an Event Runner and then improving it2469https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch13/2026-06-26weekly0.6Chapter 13. Domain-Driven Design and other architectural approaches: Entity Framework Core in Actio…This chapter covers + Three architectural approaches applied to the part 3 Book App + The differences between normal and DDD-styled entity classes + Eight ways you can apply DDD to your entity classes + Three ways to handle performance problems when using DDD3905https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch14/2026-06-26weekly0.6Chapter 14. EF Core performance tuning: Entity Framework Core in Action, Second EditionThis chapter covers + Deciding which performance issues to fix + Employing techniques that find performance issues + Using patterns that promote good performance + Finding patterns that cause performance issues3745https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch15/2026-06-26weekly0.6Chapter 15. Master class on performance-tuning database queries: Entity Framework Core in Action, …This chapter covers + Understanding four different approaches to performance-tuning EF Core queries + Comparing the different performance gains each approach provides + Extracting the good practices from each approach to use in your applications + Evaluating the skills and development effort needed to implement each approach + Understanding what database scalability is and how to improve it3176https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch16/2026-06-26weekly0.6Chapter 16. Cosmos DB, CQRS, and other database types: Entity Framework Core in Action, Second Edit…This chapter covers + Introducing NoSQL databases and how they differ from relational databases + Exploring the features that the NoSQL database called Cosmos DB + Performance-tuning the Book App using EF Core Cosmos DB database provider + Considering the differences between and limitations of using Cosmos DB with EF Core 5 + Knowing what issues you might hit when swapping from one database type to another4718https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_ch17/2026-06-26weekly0.6Chapter 17. Unit testing EF Core applications: Entity Framework Core in Action, Second EditionThis chapter covers + Simulating a database for unit testing + Using the database type as your production app for unit testing + Using an SQLite in-memory database for unit testing + Solving the problem of one database access breaking another part of your test + Capturing logging information while unit testing3770https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/entity-framework-core/9781617298363AU/9781617298363AU-enf_au_appa/2026-06-26weekly0.6Appendix. A. brief introduction to LINQ: Entity Framework Core in Action, Second EditionAppendix. A. brief introduction to LINQ: Entity Framework Core in Action, Second Edition762https://www.oreilly.com/library/cover/9781617298363AU/2021-06-22courseyesnohttps://www.oreilly.com/videos/entity-framework-core/9781617298363AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_p1/2026-06-26weekly0.6Part 1. Cloud native fundamentals: Cloud Native Spring in ActionPart 1. Cloud native fundamentals: Cloud Native Spring in Action49https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch1/2026-06-26weekly0.6Chapter 1. Introduction to cloud native: Cloud Native Spring in ActionThis chapter covers + What the cloud and cloud computing model are + The definition of cloud native + Characteristics of cloud native applications + Culture and practices supporting cloud native + When and why you might consider the cloud native approach + Topologies and architectures for cloud native applications4628https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch2/2026-06-26weekly0.6Chapter 2. Cloud native patterns and technologies: Cloud Native Spring in ActionThis chapter covers + Understanding development principles for cloud native applications + Building cloud native applications with Spring Boot + Containerizing applications with Docker and Buildpacks + Deploying applications to the cloud with Kubernetes + Introducing patterns and technologies used in the book4246https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_p2/2026-06-26weekly0.6Part 2. Cloud native development: Cloud Native Spring in ActionPart 2. Cloud native development: Cloud Native Spring in Action97https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch3/2026-06-26weekly0.6Chapter 3. Getting started with cloud native development: Cloud Native Spring in ActionThis chapter covers + Bootstrapping a cloud native project + Working with embedded servers and Tomcat + Building a RESTful application with Spring MVC + Testing a RESTful application with Spring Test + Automating the build and tests with GitHub Actions4373https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch4/2026-06-26weekly0.6Chapter 4. Externalized configuration management: Cloud Native Spring in ActionThis chapter covers + Configuring Spring with properties and profiles + Applying external configuration with Spring Boot + Implementing a configuration server with Spring Cloud Config Server + Configuring applications with Spring Cloud Config Client4054https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch5/2026-06-26weekly0.6Chapter 5. Persisting and managing data in the cloud: Cloud Native Spring in ActionThis chapter covers + Understanding databases in a cloud native system + Implementing data persistence with Spring Data JDBC + Testing data persistence with Spring Boot and Testcontainers + Managing databases in production with Flyway3612https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch6/2026-06-26weekly0.6Chapter 6. Containerizing Spring Boot: Cloud Native Spring in ActionThis chapter covers + Working with container images on Docker + Packaging Spring Boot applications as container images + Managing Spring Boot containers with Docker Compose + Automating image build and push with GitHub Actions3915https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch7/2026-06-26weekly0.6Chapter 7. Kubernetes fundamentals for Spring Boot: Cloud Native Spring in ActionThis chapter covers + Moving from Docker to Kubernetes + Deploying Spring Boot applications on Kubernetes + Understanding service discovery and load balancing + Building scalable and disposable applications + Establishing a local Kubernetes development workflow + Validating Kubernetes manifests with GitHub Actions4092https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch8/2026-06-26weekly0.6Chapter 8. Reactive Spring: Resilience and scalability: Cloud Native Spring in ActionThis chapter covers + Understanding reactive programming with Reactor and Spring + Building reactive servers with Spring WebFlux and Spring Data R2DBC + Building reactive clients with WebClient + Improving resilience for applications with Reactor + Testing reactive applications with Spring and Testcontainers4352https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_p3/2026-06-26weekly0.6Part 3. Cloud native distributed systems: Cloud Native Spring in ActionPart 3. Cloud native distributed systems: Cloud Native Spring in Action94https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch9/2026-06-26weekly0.6Chapter 9. API gateway and circuit breakers: Cloud Native Spring in ActionThis chapter covers + Implementing edge services with Spring Cloud Gateway and Reactive Spring + Configuring circuit breakers with Spring Cloud Circuit Breaker and Resilience4J + Defining rate limiters with Spring Cloud Gateway and Redis + Managing distributed sessions with Spring Session Data Redis + Routing application traffic with Kubernetes Ingress3943https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch10/2026-06-26weekly0.6Chapter 10. Event-driven applications and functions: Cloud Native Spring in ActionThis chapter covers + Understanding event-driven architectures + Using RabbitMQ as a message broker + Implementing functions with Spring Cloud Function + Processing events with Spring Cloud Stream + Producing and consuming events with Spring Cloud Stream4045https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch11/2026-06-26weekly0.6Chapter 11. Security: Authentication and SPA: Cloud Native Spring in ActionThis chapter covers + Understanding the Spring Security fundamentals + Managing user accounts with Keycloak + Working with OpenID Connect, JWT, and Keycloak + Authenticating users with Spring Security and OpenID Connect + Testing Spring Security and OpenID Connect4848https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch12/2026-06-26weekly0.6Chapter 12.Security: Authorization and auditing: Cloud Native Spring in ActionThis chapter covers + Authorization and roles with Spring Cloud Gateway and OAuth2 + Protecting APIs with Spring Security and OAuth2 (imperative) + Protecting APIs with Spring Security and OAuth2 (reactive) + Protecting and auditing data with Spring Security and Spring Data3850https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_p4/2026-06-26weekly0.6Part 4. Cloud native production: Cloud Native Spring in ActionPart 4. Cloud native production: Cloud Native Spring in Action96https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch13/2026-06-26weekly0.6Chapter 13. Observability and monitoring: Cloud Native Spring in ActionThis chapter covers + Logging with Spring Boot, Loki, and Fluent Bit + Using health probes with Spring Boot Actuator and Kubernetes + Producing metrics with Spring Boot Actuator, Prometheus, and Grafana + Configuring distributed tracing with OpenTelemetry and Tempo + Managing applications with Spring Boot Actuator4132https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch14/2026-06-26weekly0.6Chapter 14. Configuration and secrets management: Cloud Native Spring in ActionThis chapter covers + Configuring applications on Kubernetes + Using ConfigMaps and Secrets in Kubernetes + Managing deployments and configuration with Kustomize4052https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch15/2026-06-26weekly0.6Chapter 15. Continuous delivery and GitOps: Cloud Native Spring in ActionThis chapter covers + Understanding continuous delivery and release management + Configuring Spring Boot for production with Kustomize + Deploying in production with GitOps and Kubernetes4220https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_ch16/2026-06-26weekly0.6Chapter 16. Serverless, GraalVM, and Knative: Cloud Native Spring in ActionThis chapter covers + Producing native images with Spring Native and GraalVM + Building serverless applications with Spring Cloud Function + Deploying serverless applications with Knative and Kubernetes3210https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_appa/2026-06-26weekly0.6Appendix A. Setting up your development environment: Cloud Native Spring in ActionThis appendix covers + Setting up Java + Setting up Docker + Setting up Kubernetes + Setting up other tools740https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/9781617298424AU-cloud_appb/2026-06-26weekly0.6Appendix B. Kubernetes in production with DigitalOcean: Cloud Native Spring in ActionThis appendix covers + Running a Kubernetes cluster on DigitalOcean + Running a PostgreSQL database on DigitalOcean + Running Redis on DigitalOcean + Running RabbitMQ using a Kubernetes Operator + Running Keycloak using a Helm chart1382https://www.oreilly.com/library/cover/9781617298424AU/2023-01-16courseyesnohttps://www.oreilly.com/videos/cloud-native-spring/9781617298424AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_p1/2026-06-26weekly0.6Part 1. Flexibility: Data-Oriented ProgrammingPart 1. Flexibility: Data-Oriented Programming187https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch1/2026-06-26weekly0.6Chapter 1. Complexity of object-oriented programming: Data-Oriented ProgrammingThis chapter covers + The tendency of OOP to increase system complexity + What makes OOP systems hard to understand + The cost of mixing code and data together into objects2387https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch2/2026-06-26weekly0.6Chapter 2. Separation between code and data: Data-Oriented ProgrammingThis chapter covers + The benefits of separating code from data + Designing a system where code and data are separate + Implementing a system that respects the separation between code and data1863https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch3/2026-06-26weekly0.6Chapter 3. Basic data manipulation: Data-Oriented ProgrammingThis chapter covers + Representing records with string maps to improve flexibility + Manipulating data with generic functions + Accessing each piece of information via its information path + Gaining JSON serialization for free2734https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch4/2026-06-26weekly0.6Chapter 4. State management: Data-Oriented ProgrammingThis chapter covers + A multi-version approach to state management + The calculation phase of a mutation + The commit phase of a mutation + Keeping a history of previous state versions1892https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch5/2026-06-26weekly0.6Chapter 5. Basic concurrency control: Data-Oriented ProgrammingThis chapter covers + Managing concurrent mutations with a lock-free optimistic concurrency control strategy + Supporting high throughput of reads and writes + Reconciliation between concurrent mutations1588https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch6/2026-06-26weekly0.6Chapter 6. Unit tests: Data-Oriented ProgrammingThis chapter covers + Generation of the minimal data input for a test case + Comparison of the output of a function with the expected output + Guidance about the quality and the quantity of the test cases2131https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_p2/2026-06-26weekly0.6Part 2. Scalability: Data-Oriented ProgrammingPart 2. Scalability: Data-Oriented Programming355https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch7/2026-06-26weekly0.6Chapter 7. Basic data validation: Data-Oriented ProgrammingThis chapter covers + The importance of validating data at system boundaries + Validating data using the JSON Schema language + Integrating data validation into an existing code base + Getting detailed information about data validation failures1760https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch8/2026-06-26weekly0.6Chapter 8. Advanced concurrency control: Data-Oriented ProgrammingThis chapter covers + Atoms as an alternative to locks + Managing a thread-safe counter and a thread-safe in-memory cache with atoms + Managing the whole system state in a thread-safe way with atoms1058https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch9/2026-06-26weekly0.6Chapter 9. Persistent data structures: Data-Oriented ProgrammingThis chapter covers + The internal details of persistent data structures + The time and memory efficiency of persistent data structures + Using persistent data structures in an application2247https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch10/2026-06-26weekly0.6Chapter 10. Database operations: Data-Oriented ProgrammingThis chapter covers + Fetching data from the database + Storing data in the database + Manipulating data fetched from the database1805https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch11/2026-06-26weekly0.6Chapter 11. Web services: Data-Oriented ProgrammingThis chapter covers + Representing a client request as a map + Representing a server response as a map + Passing data forward + Combining data from different sources1695https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_p3/2026-06-26weekly0.6Part 3. Maintainability: Data-Oriented ProgrammingPart 3. Maintainability: Data-Oriented Programming134https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch12/2026-06-26weekly0.6Chapter 12. Advanced data validation: Data-Oriented ProgrammingThis chapter covers + Validating function arguments + Validating function return values + Data validation beyond static types + Automatic generation of data model diagrams + Automatic generation of schema-based unit tests1946https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch13/2026-06-26weekly0.6Chapter 13. Polymorphism: Data-Oriented ProgrammingThis chapter covers + Mimicking objects with multimethods (single dispatch) + Implementing multimethod on several argument types (multiple dispatch) + Implementing multimethods dynamically on several arguments (dynamic dispatch)1908https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch14/2026-06-26weekly0.6Chapter 14. Advanced data manipulation: Data-Oriented ProgrammingThis chapter covers + Manipulating nested data + Writing clear and concise code for business logic + Separating business logic and generic data manipulation + Building custom data manipulation tools + Using the best tool for the job1459https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_ch15/2026-06-26weekly0.6Chapter 15. Debugging: Data-Oriented ProgrammingThis chapter covers + Reproducing a bug in code that involves primitive data types + Reproducing a bug in code that involves aggregated data + Replaying a scenario in the REPL + Creating unit tests from bugs2224https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_appa/2026-06-26weekly0.6Appendix A. Principles of data-oriented programming: Data-Oriented ProgrammingAppendix A. Principles of data-oriented programming: Data-Oriented Programming3151https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_appb/2026-06-26weekly0.6Appendix B. Generic data access in statically-typed languages: Data-Oriented ProgrammingAppendix B. Generic data access in statically-typed languages: Data-Oriented Programming1014https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/9781617298578AU-dop_au_appc/2026-06-26weekly0.6Appendix C. Data-oriented programming: A link in the chain of programming paradigms: Data-Oriented …Appendix C. Data-oriented programming: A link in the chain of programming paradigms: Data-Oriented …776https://www.oreilly.com/library/cover/9781617298578AU/2022-08-31courseyesnohttps://www.oreilly.com/videos/data-oriented-programming/9781617298578AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch1/2026-06-26weekly0.6Chapter 1. Starting your Blazor journey: Blazor in ActionThis chapter covers + Reasons to choose Blazor for your next application + Why components are a better way to build UIs + Hosting models for Blazor2888https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch2/2026-06-26weekly0.6Chapter 2. Your first Blazor app: Blazor in ActionThis chapter covers + Choosing the right project template for your application + Building and running your application + Understanding the key parts of your application + Writing your first components3584https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch3/2026-06-26weekly0.6Chapter 3. Working with Blazor’s component model: Blazor in ActionThis chapter covers + Exploring options for structuring components + Looking at life cycle methods + Handling DOM events + Passing values between components + Styling components3092https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch4/2026-06-26weekly0.6Chapter 4. Routing: Blazor in ActionThis chapter covers + Distinguishing traditional routing from client-side routing + Defining page components + Triggering navigation programmatically + Passing data via the URL + Working with query strings2058https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch5/2026-06-26weekly0.6Chapter 5. Forms and validation—Part 1: Fundamentals: Blazor in ActionThis chapter covers + Creating forms using the EditForm component + Capturing user input with built-in Blazor components + Validating forms2824https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch6/2026-06-26weekly0.6Chapter 6. Forms and validation—Part 2: Beyond the basics: Blazor in ActionThis chapter covers + Customizing validation CSS class names + Building custom input components + Uploading files + Designing forms to handle adding and editing3419https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch7/2026-06-26weekly0.6Chapter 7. Creating more reusable components: Blazor in ActionThis chapter covers + Using templates to define specific regions of UI + Enhancing templates with generics + Sharing components using Razor class libraries984https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch8/2026-06-26weekly0.6Chapter 8. Integrating with JavaScript libraries: Blazor in ActionThis chapter covers + Wrapping JavaScript libraries to work with Blazor + Calling JavaScript functions from C# + Calling C# methods from JavaScript2154https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch9/2026-06-26weekly0.6Chapter 9. Securing Blazor applications: Blazor in ActionThis chapter covers + Integrating with an external identity provider + Displaying UI based on a user’s authentication status + Restricting pages to authorized users + Authorizing users by role3256https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch10/2026-06-26weekly0.6Chapter 10. Managing state: Blazor in ActionThis chapter covers + Persisting application state in memory + Coordinating state across multiple components + Organizing application state + Persisting application state using browser local storage1806https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/blazor-in-action/9781617298646AU/9781617298646AU-bia_au_ch11/2026-06-26weekly0.6Chapter 11. Testing your Blazor application: Blazor in ActionThis chapter covers + Creating a bUnit test project + Writing tests that verify rendered markup + Mocking authentication and authorization in tests + Testing components that use JavaScript interop2171https://www.oreilly.com/library/cover/9781617298646AU/2022-06-19courseyesnohttps://www.oreilly.com/videos/blazor-in-action/9781617298646AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_p1/2026-06-26weekly0.6Part 1. Basics: Data Without LabelsPart 1. Basics: Data Without Labels79https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch1/2026-06-26weekly0.6Chapter 1. Introduction to machine learning: Data Without LabelsThis chapter covers + An introduction to data, types of datasets, quality, and sources + Machine learning and types of machine learning algorithms + An overview of different types of algorithms3778https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch2/2026-06-26weekly0.6Chapter 2. Clustering techniques: Data Without LabelsThis chapter covers + Clustering techniques and salient use cases in the industry + Simple k-means, hierarchical, and density-based spatial clustering algorithms + Implementation of algorithms in Python + A case study on cluster analysis5548https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch3/2026-06-26weekly0.6Chapter 3. Dimensionality reduction: Data Without LabelsThis chapter covers + The curse of dimensionality and its disadvantages + Various methods of reducing dimensions + Principal component analysis + Singular value decomposition + Python solutions for both principal component analysis and singular value decomposition + A case study on dimension reduction3887https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_p2/2026-06-26weekly0.6Part 2. Intermediate level: Data Without LabelsPart 2. Intermediate level: Data Without Labels76https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch4/2026-06-26weekly0.6Chapter 4. Association rules: Data Without LabelsThis chapter covers + Association rules + Different types of algorithms for association rules + Implementation of different algorithms for association rules + Sequence learning using SPADE4057https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch5/2026-06-26weekly0.6Chapter 5. Clustering: Data Without LabelsThis chapter covers + Spectral clustering + Fuzzy clustering + Gaussian mixture models clustering2913https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch6/2026-06-26weekly0.6Chapter 6. Dimensionality reduction: Data Without LabelsThis chapter covers + t-distributed stochastic neighbor embedding + Multidimensional scaling + Uniform manifold approximation and projection + Python implementations of the algorithms2757https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch7/2026-06-26weekly0.6Chapter 7. Unsupervised learning for text data: Data Without LabelsThis chapter covers + Text data analysis: use cases and challenges + Preprocessing and cleaning text data + Vector representation methods for text data + Sentiment analysis and text clustering using Python + Generative AI applications for text data3572https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_p3/2026-06-26weekly0.6Part 3. Advanced concepts: Data Without LabelsPart 3. Advanced concepts: Data Without Labels76https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch8/2026-06-26weekly0.6Chapter 8. Deep learning: The foundational concepts: Data Without LabelsThis chapter covers + Core building blocks of deep learning + Supervised and unsupervised learning approaches + Convolutional and recurrent neural networks + The Boltzmann learning rule and deep belief networks + Python coding with TensorFlow and Keras + Overview of deep learning libraries4259https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch9/2026-06-26weekly0.6Chapter 9. Autoencoders: Data Without LabelsThis chapter covers + Introducing autoencoders + Training of autoencoders + Types of autoencoders + Python code using TensorFlow and Keras1233https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch10/2026-06-26weekly0.6Chapter 10. Generative adversarial networks, generative AI, and ChatGPT: Data Without LabelsThis chapter covers + Generative adversarial networks + Generative AI + ChatGPT and BERT2004https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_ch11/2026-06-26weekly0.6Chapter 11. End-to-end model deployment: Data Without LabelsThis chapter covers + The end-to-end model deployment process + Maintenance of the model postdeployment + Python codes for each of the steps2146https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/data-without-labels/9781617298721AU/9781617298721AU-data_appa/2026-06-26weekly0.6Appendix A. Mathematical foundations: Data Without LabelsAppendix A. Mathematical foundations: Data Without Labels1468https://www.oreilly.com/library/cover/9781617298721AU/2025-05-26courseyesnohttps://www.oreilly.com/videos/data-without-labels/9781617298721AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_p1/2026-06-26weekly0.6Part 1. Foundations: Conversational AIPart 1. Foundations: Conversational AI65https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch1/2026-06-26weekly0.6Chapter 1. Introduction to conversational AI: Conversational AIThis chapter covers + Listing the types of AI assistants and their platforms + Classifying AI assistants + Recognizing AI assistants that you already interact with + Differentiating questions needing a simple response versus a process flow + Describing how email clients learn from your actions1986https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch2/2026-06-26weekly0.6Chapter 2. Building your first conversational AI: Conversational AIThis chapter covers + Identifying the intent and entity in a single user utterance + Implementing a question-and-answer dialogue for a recognized intent + Adding contextual information to answers when an entity is recognized + Implementing a multiple-question process flow to satisfy a user request3181https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_p2/2026-06-26weekly0.6Part 2. Designing for success: Conversational AIPart 2. Designing for success: Conversational AI88https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch3/2026-06-26weekly0.6Chapter 3. Designing effective processes: Conversational AIThis chapter covers + Organizing user needs by complexity and frequency for a milestone plan + Identifying requirements for a minimum viable product + Assembling your dream team to implement a conversational AI + Addressing challenging parts of a process flow + Assembling appropriate responses for web and voice channels2080https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch4/2026-06-26weekly0.6Chapter 4. Designing effective dialogue: Conversational AIThis chapter covers + Writing dialogue that supports your process flows + Creating dialogue with tone, empathy, and variety + Asking questions that increase your chances of getting a useful response + Responding to conversational mishaps1975https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch5/2026-06-26weekly0.6Chapter 5. Building a successful AI assistant: Conversational AIThis chapter covers + Avoiding the most common AI assistant failures + Selecting appropriate success metrics for your assistant + Knowing which metrics are commonly used for which types of assistants + Instrumenting your assistant to measure the right metrics + Check your understanding2523https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_p3/2026-06-26weekly0.6Part 3. Training and testing: Conversational AIPart 3. Training and testing: Conversational AI106https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch6/2026-06-26weekly0.6Chapter 6. Training your assistant: Conversational AIThis chapter covers + Training an assistant to recognize intents from user input + Collecting a viable training data set for your AI assistant + Analyzing how training data affects an assistant’s performance2477https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch7/2026-06-26weekly0.6Chapter 7. How accurate is your assistant?: Conversational AIThis chapter covers + Collecting test data for your assistant + Assessing the accuracy of your assistant + Selecting the best accuracy metric(s) to use for your assistant2820https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch8/2026-06-26weekly0.6Chapter 8. Testing your dialogue flows: Conversational AIThis chapter covers + Testing each dialogue flow in your conversational AI + Automating dialogue tests + Gathering unbiased feedback on the user’s experience with your assistant + Stress-testing your assistant with concurrent user tests2145https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_p4/2026-06-26weekly0.6Part 4. Maintenance: Conversational AIPart 4. Maintenance: Conversational AI75https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch9/2026-06-26weekly0.6Chapter 9. Deployment and management: Conversational AIThis chapter covers + Tracking changes to your AI assistant over time + Managing multiple versions of your assistant + Safely deploying code to production1705https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch10/2026-06-26weekly0.6Chapter 10. Improving your assistant: Conversational AIThis chapter covers + Examining and deciphering where your AI assistant needs improvement + Finding where your assistant is failing and rectifying these failures + Improving the assistant where it has the highest inaccuracy + Motivating AI owners for continuous improvement2847https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_p5/2026-06-26weekly0.6Part 5. Advanced/optional topics: Conversational AIPart 5. Advanced/optional topics: Conversational AI73https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch11/2026-06-26weekly0.6Chapter 11. Building your own classifier: Conversational AIThis chapter covers + Constructing a simple text classifier from the ground up + Appraising and critiquing a classifier based on what it learns from a training cycle + Seeing how each training example affects the classifier’s learning2483https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/conversational-ai/9781617298837AU/9781617298837AU-con_ch12/2026-06-26weekly0.6Chapter 12. Additional training for voice assistants: Conversational AIThis chapter covers + Collecting data to test and train a speech-to-text model + Evaluating the impact of a speech-to-text model on the AI assistant’s success metric + Identifying the most appropriate speech training option for a conversational AI assistant + Training custom speech recognition models for open-ended and constrained inputs2669https://www.oreilly.com/library/cover/9781617298837AU/2021-10-01courseyesnohttps://www.oreilly.com/videos/conversational-ai/9781617298837AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch1/2026-06-26weekly0.6Chapter 1. Introduction: Data Engineering on AzureThis chapter covers + Defining data engineering + Anatomy of a data platform + Benefits of the cloud + Getting started with Azure + Overview of an Azure data platform1930https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_p1/2026-06-26weekly0.6Part 1. Infrastructure: Data Engineering on AzurePart 1. Infrastructure: Data Engineering on Azure53https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch2/2026-06-26weekly0.6Chapter 2. Storage: Data Engineering on AzureThis chapter covers + Storing data in a data platform + Using Azure Data Explorer for ingestion and analytics + Using Azure Data Lake Storage for big data storage + Applying data ingestion patterns2768https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch3/2026-06-26weekly0.6Chapter 3. DevOps: Data Engineering on AzureThis chapter covers + Bringing DevOps to data engineering + Introducing Azure DevOps + Deploying infrastructure + Deploying analytics2432https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch4/2026-06-26weekly0.6Chapter 4. Orchestration: Data Engineering on AzureThis chapter covers + Building a data ingestion pipeline + Introducing Azure Data Factory + DevOps for Azure Data Factory + Monitoring with Azure Monitor2196https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_p2/2026-06-26weekly0.6Part 2 Workloads: Data Engineering on AzurePart 2 Workloads: Data Engineering on Azure58https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch5/2026-06-26weekly0.6Chapter 5. Processing: Data Engineering on AzureThis chapter covers + Processing data and common schemas + Tying datasets together through an identity keyring + Building a timeline view of events + Operating continuous data processing2097https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch6/2026-06-26weekly0.6Chapter 6. Analytics: Data Engineering on AzureThis chapter covers + Separating development and production environments + Creating an analytics workflow + Supporting self-serve data movement2781https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch7/2026-06-26weekly0.6Chapter 7. Machine learning: Data Engineering on AzureThis chapter covers + Training a machine learning model + Using Azure Machine Learning + DevOps for machine learning + Orchestrating machine learning pipelines2586https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_p3/2026-06-26weekly0.6Part 3 Governance: Data Engineering on AzurePart 3 Governance: Data Engineering on Azure65https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch8/2026-06-26weekly0.6Chapter 8. Metadata: Data Engineering on AzureThis chapter covers + Managing metadata for understanding data + Introducing Azure Purview + Maintaining a data dictionary and a data glossary + Understanding advanced features of Azure Purview2512https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch9/2026-06-26weekly0.6Chapter 9. Data quality: Data Engineering on AzureThis chapter covers + Testing data to ensure quality + Different types of data quality checks + Executing data tests + Considerations for scaling out data testing2738https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch10/2026-06-26weekly0.6Chapter 10. Compliance: Data Engineering on AzureThis chapter covers + Compliance for a data platform + Data classification and handling + Designing a compliant access model + Supporting GDPR requirements3475https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_ch11/2026-06-26weekly0.6Chapter 11. Distributing data: Data Engineering on AzureThis chapter covers + Sharing data through an API + Sharing data for bulk copy + Data sharing best practices2929https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_appa/2026-06-26weekly0.6Appendix A. Azure services: Data Engineering on AzureAppendix A. Azure services: Data Engineering on Azure228https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_appb/2026-06-26weekly0.6Appendix B. KQL quick reference: Data Engineering on AzureAppendix B. KQL quick reference: Data Engineering on Azure87https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-engineering-on/9781617298929AU/9781617298929AU-data_appc/2026-06-26weekly0.6Appendix C. Running code samples: Data Engineering on AzureAppendix C. Running code samples: Data Engineering on Azure105https://www.oreilly.com/library/cover/9781617298929AU/2021-08-17courseyesnohttps://www.oreilly.com/videos/data-engineering-on/9781617298929AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_p1/2026-06-26weekly0.6Part 1. Privacy, data, and your business: Data PrivacyPart 1. Privacy, data, and your business: Data Privacy70https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch1/2026-06-26weekly0.6Chapter 1. Privacy engineering: Why it’s needed, how to scale it: Data PrivacyThis chapter covers + What privacy means + How privacy is impacted by the flow of data through your tech stack and storage + Why privacy matters and how it affects your business + Clarity on privacy tooling, especially the “build vs. buy” debate + What this book does not do + How the role of engineers has changed in recent years4829https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch2/2026-06-26weekly0.6Chapter 2. Understanding data and privacy: Data PrivacyThis chapter covers + Why privacy is hard, and what happens when it is overlooked + How data can help grow your business + How data can be a risk when you handle privacy incorrectly + The regulatory sentiment around privacy + How customers understand and assess data privacy + Building a privacy-first program and culture3520https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_p2/2026-06-26weekly0.6Part 2. A proactive privacy program: Data governance: Data PrivacyPart 2. A proactive privacy program: Data governance: Data Privacy75https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch3/2026-06-26weekly0.6Chapter 3. Data classification: Data PrivacyThis chapter covers + Data classification: what it means for your customers + Why data classification is necessary + How you can implement data classification + How data classification can help satisfy your compliance challenges + How data classification can work cross-functionally + An end-to-end data classification process4140https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch4/2026-06-26weekly0.6Chapter 4. Data inventory: Data PrivacyThis chapter covers + What a data inventory is + Creating tags and a baseline for a data inventory + The technical architecture for the data inventory process + Understanding your data better for a more accurate inventory + Starting and adjusting the depth of the data inventory process + Assessing the effectiveness of your data inventory outcomes4092https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch5/2026-06-26weekly0.6Chapter 5. Data sharing: Data PrivacyThis chapter covers + Why companies share data + How data sharing can create privacy risks + Techniques to mitigate privacy risks during data sharing + Measuring privacy risks before and after applying privacy techniques4714https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_p3/2026-06-26weekly0.6Part 3. Building tools and processes: Data PrivacyPart 3. Building tools and processes: Data Privacy67https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch6/2026-06-26weekly0.6Chapter 6. The technical privacy review: Data PrivacyThis chapter covers + What is meant by “privacy reviews” + How companies can split privacy reviews between legal and technical teams + How technical privacy reviews can be integrated into a company’s workstream + How the technical privacy review can become more automated and efficient + Examples of both kinds of reviews (by lawyers and by engineers)3735https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch7/2026-06-26weekly0.6Chapter 7. Data deletion: Data PrivacyThis chapter covers + What is meant when we refer to data deletion + Why companies need to delete data + How modern data collection works + Deleting account-level data + Deleting warehouse data and sensitive data + How to structure data ownership3123https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch8/2026-06-26weekly0.6Chapter 8. Exporting user data: Data Subject Access Requests: Data PrivacyThis chapter covers + What Data Subject Access Requests (DSARs) are + How DSARs fit into a company’s overall privacy commitments + Shaping the DSAR fulfillment process + Automating DSARs + Customizing the data in DSARs + How administrators can create DSARs3023https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_p4/2026-06-26weekly0.6Part 4. Security, scaling, and staffing: Data PrivacyPart 4. Security, scaling, and staffing: Data Privacy57https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch9/2026-06-26weekly0.6Chapter 9. Building a consent management platform: Data PrivacyThis chapter covers + How collecting use consent became critical + How a consent management platform (CMP) works + A data model and schema for a consent platform + Code structures for consent functionality + Key capabilities that can optimize a CMP + Integrating a CMP into the business workflow4071https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch10/2026-06-26weekly0.6Chapter 10. Closing security vulnerabilities: Data PrivacyThis chapter covers + Privacy risks hidden within security risks + How testing and development efficiencies can increase risk + Building an enterprise risk model to identify, track, and address privacy risks + How major privacy and security risks are cumulative and impactful in ways that are hard to predict and plan for + Using authorization to reduce risk + Privacy risks hidden in authorization implementations5921https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/data-privacy/9781617298998AU/9781617298998AU-dap_ch11/2026-06-26weekly0.6Chapter 11. Scaling, hiring, and considering regulations: Data PrivacyThis chapter covers + Creating a maturity model for privacy and data protection + Dimensions of privacy and data protection evolution + Privacy engineering skills to build your program + The regulatory climate that affects innovation and privacy regulation2489https://www.oreilly.com/library/cover/9781617298998AU/2022-02-05courseyesnohttps://www.oreilly.com/videos/data-privacy/9781617298998AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_p1/2026-06-26weekly0.6Part 1. Basic concepts and background: Distributed Machine Learning PatternsPart 1. Basic concepts and background: Distributed Machine Learning Patterns54https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_ch1/2026-06-26weekly0.6Chapter 1. Introduction to distributed machine learning systems: Distributed Machine Learning Patte…This chapter covers + Handling the growing scale in large-scale machine learning applications + Establishing patterns to build scalable and reliable distributed systems + Using patterns in distributed systems and building reusable patterns1370https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_p2/2026-06-26weekly0.6Part 2 Patterns of distributed machine learning systems: Distributed Machine Learning PatternsPart 2 Patterns of distributed machine learning systems: Distributed Machine Learning Patterns205https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_ch2/2026-06-26weekly0.6Chapter 2. Data ingestion patterns: Distributed Machine Learning PatternsThis chapter covers + Understanding data ingestion and its responsibilities + Handling large datasets in memory by consuming smaller datasets in batches (the batching pattern) + Preprocessing extremely large datasets as smaller chunks on multiple machines (the sharding pattern) + Fetching and re-accessing the same dataset for multiple training rounds (the caching pattern)2843https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_ch3/2026-06-26weekly0.6Chapter 3. Distributed training patterns: Distributed Machine Learning PatternsThis chapter covers + Distinguishing the traditional model training process from the distributed training process + Using parameter servers to build models that cannot fit in a single machine + Improving distributed model training performance using the collective communication pattern + Handling unexpected failures during the distributed model training process2801https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_ch4/2026-06-26weekly0.6Chapter 4. Model serving patterns: Distributed Machine Learning PatternsThis chapter covers + Using model serving to generate predictions or make inferences on new data with previously trained machine learning models + Handling model serving requests and achieving horizontal scaling with replicated model serving services + Processing large model serving requests using the sharded services pattern + Assessing model serving systems and event-driven design2924https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_ch5/2026-06-26weekly0.6Chapter 5. Workflow patterns: Distributed Machine Learning PatternsThis chapter covers + Using workflows to connect machine learning system components + Composing complex but maintainable structures within machine learning workflows with the fan-in and fan-out patterns + Accelerating machine learning workloads with concurrent steps using synchronous and asynchronous patterns + Improving performance with the step memoization pattern2711https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_ch6/2026-06-26weekly0.6Chapter 6. Operation patterns: Distributed Machine Learning PatternsThis chapter covers + Recognizing areas of improvement in machine learning systems, such as job scheduling and metadata + Preventing resource starvation and avoiding deadlocks using scheduling techniques, such as fair-share scheduling, priority scheduling, and gang scheduling + Handling failures more effectively to reduce any negative effect on users via the metadata pattern2464https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_p3/2026-06-26weekly0.6Part 3. Building a distributed machine learning workflow: Distributed Machine Learning PatternsPart 3. Building a distributed machine learning workflow: Distributed Machine Learning Patterns100https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_ch7/2026-06-26weekly0.6Chapter 7. Project overview and system architecture: Distributed Machine Learning PatternsThis chapter covers + Providing a high-level overall design of our system + Optimizing the data ingestion component for multiple epochs of the dataset + Deciding which distributed model training strategy best minimizes overhead + Adding model server replicas for high-performance model serving + Accelerating the end-to-end workflow of our machine learning system2031https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_ch8/2026-06-26weekly0.6Chapter 8. Overview of relevant technologies: Distributed Machine Learning PatternsThis chapter covers + Getting familiar with model building using TensorFlow + Understanding key terminologies on Kubernetes + Running distributed machine learning workloads with Kubeflow + Deploying container-native workflows using Argo Workflows2520https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/9781617299025AU-dmlp_ch9/2026-06-26weekly0.6Chapter 9. A complete implementation: Distributed Machine Learning PatternsThis chapter covers + Implementing data ingestion component with TensorFlow + Defining the machine learning model and submitting distributed model training jobs + Implementing a single-instance model server as well as replicated model servers + Building an efficient end-to-end workflow of our machine learning system2448https://www.oreilly.com/library/cover/9781617299025AU/2024-01-17courseyesnohttps://www.oreilly.com/videos/distributed-machine-learning/9781617299025AU/https://www.oreilly.com/videos/effective-data-science/9781617299193AU/9781617299193AU-eff_ch1/2026-06-26weekly0.6Chapter 1. Introducing data science infrastructure: Effective Data Science InfrastructureThis chapter covers + Why companies need data science infrastructure in the first place + Introducing the infrastructure stack for data science and machine learning + Elements of successful data science infrastructure3204https://www.oreilly.com/library/cover/9781617299193AU/2022-08-09yesnohttps://www.oreilly.com/videos/effective-data-science/9781617299193AU/https://www.oreilly.com/videos/effective-data-science/9781617299193AU/9781617299193AU-eff_ch2/2026-06-26weekly0.6Chapter 2. The toolchain of data science: Effective Data Science InfrastructureThis chapter covers + The key activities that the data scientist engages in on a daily basis + The essential toolchain that makes the data scientist productive + The role of workflows in the infrastructure stack3243https://www.oreilly.com/library/cover/9781617299193AU/2022-08-09yesnohttps://www.oreilly.com/videos/effective-data-science/9781617299193AU/https://www.oreilly.com/videos/effective-data-science/9781617299193AU/9781617299193AU-eff_ch3/2026-06-26weekly0.6Chapter 3. Introducing Metaflow: Effective Data Science InfrastructureThis chapter covers + Defining a workflow in Metaflow that accepts input data and produces useful outputs + Optimizing the performance of workflows with parallel computation on a single instance + Analyzing the results of workflows in notebooks + Developing a simple end-to-end application in Metaflow5975https://www.oreilly.com/library/cover/9781617299193AU/2022-08-09yesnohttps://www.oreilly.com/videos/effective-data-science/9781617299193AU/https://www.oreilly.com/videos/effective-data-science/9781617299193AU/9781617299193AU-eff_ch4/2026-06-26weekly0.6Chapter 4. Scaling with the compute layer: Effective Data Science InfrastructureThis chapter covers + Designing scalable infrastructure that allows data scientists to handle computationally demanding projects + Choosing a cloud-based compute layer that matches your needs + Configuring and using compute layers in Metaflow + Developing robust workflows that handle failures gracefully5702https://www.oreilly.com/library/cover/9781617299193AU/2022-08-09yesnohttps://www.oreilly.com/videos/effective-data-science/9781617299193AU/https://www.oreilly.com/videos/effective-data-science/9781617299193AU/9781617299193AU-eff_ch5/2026-06-26weekly0.6Chapter 5. Practicing scalability and performance: Effective Data Science InfrastructureThis chapter covers + Developing a realistic, performant data science project iteratively + Using the compute layer to power demanding operations, such as parallelized model training + Optimizing the performance of numerical Python code + Using various techniques to make your workflows more scalable and performant4194https://www.oreilly.com/library/cover/9781617299193AU/2022-08-09yesnohttps://www.oreilly.com/videos/effective-data-science/9781617299193AU/https://www.oreilly.com/videos/effective-data-science/9781617299193AU/9781617299193AU-eff_ch6/2026-06-26weekly0.6Chapter 6. Going to production: Effective Data Science InfrastructureThis chapter covers + Deploying workflows to a highly scalable and highly available production scheduler + Setting up a centralized metadata service to track experiments company-wide + Defining stable execution environments with various software dependencies + Leveraging versioning to allow multiple people to develop multiple versions of a project safely5795https://www.oreilly.com/library/cover/9781617299193AU/2022-08-09yesnohttps://www.oreilly.com/videos/effective-data-science/9781617299193AU/https://www.oreilly.com/videos/effective-data-science/9781617299193AU/9781617299193AU-eff_ch7/2026-06-26weekly0.6Chapter 7. Processing data: Effective Data Science InfrastructureThis chapter covers + Accessing large-amounts of cloud-based data quickly + Using Apache Arrow for efficient, in-memory data processing + Leveraging SQL-based query engines to preprocess data for workflows + Encoding features for models at scale5702https://www.oreilly.com/library/cover/9781617299193AU/2022-08-09yesnohttps://www.oreilly.com/videos/effective-data-science/9781617299193AU/https://www.oreilly.com/videos/effective-data-science/9781617299193AU/9781617299193AU-eff_ch8/2026-06-26weekly0.6Chapter 8. Using and operating models: Effective Data Science InfrastructureThis chapter covers + Using machine-learning models to produce predictions that benefit real-world applications + Producing predictions as a batch workflow + Producing predictions as a real-time application3424https://www.oreilly.com/library/cover/9781617299193AU/2022-08-09yesnohttps://www.oreilly.com/videos/effective-data-science/9781617299193AU/https://www.oreilly.com/videos/effective-data-science/9781617299193AU/9781617299193AU-eff_ch9/2026-06-26weekly0.6Chapter 9. Machine learning with the full stack: Effective Data Science InfrastructureThis chapter covers + Developing a custom framework that makes it easier to develop models and features for a particular problem domain + Training a deep learning model in a workflow + Summarizing the lessons learned in this book3449https://www.oreilly.com/library/cover/9781617299193AU/2022-08-09yesnohttps://www.oreilly.com/videos/effective-data-science/9781617299193AU/https://www.oreilly.com/videos/effective-data-science/9781617299193AU/9781617299193AU-eff_appa/2026-06-26weekly0.6Appendix A. Installing Conda: Effective Data Science InfrastructureAppendix A. Installing Conda: Effective Data Science Infrastructure69https://www.oreilly.com/library/cover/9781617299193AU/2022-08-09yesnohttps://www.oreilly.com/videos/effective-data-science/9781617299193AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_p1/2026-06-26weekly0.6Part 1. Design basics: Design for DevelopersPart 1. Design basics: Design for Developers61https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch1/2026-06-26weekly0.6Chapter 1. Bridging the gap between design and development: Design for DevelopersThis chapter covers + The entirety of the web design process covered in this book + The evolving role of web developers + Benefits to both freelancers and full-time developers of understanding design fundamentals and user experience processes2100https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch2/2026-06-26weekly0.6Chapter 2. Design fundamentals: Design for DevelopersThis chapter covers + The design fundamentals of proximity, alignment, repetition, contrast, and balance + Using the design principles to establish relationships between elements and create a hierarchy on the page + Why these design fundamentals are vital to understand before starting to wireframe3718https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_p2/2026-06-26weekly0.6Part 2. User experience: Design for DevelopersPart 2. User experience: Design for Developers116https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch3/2026-06-26weekly0.6Chapter 3. User experience basics: Design for DevelopersThis chapter covers + What user experience encompasses and how it integrates into a project lifecycle + The different career specialties that exist in user experience + User experience versus user interface + Different frameworks for user experience that can aid in creating a plan to tackle a project1731https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch4/2026-06-26weekly0.6Chapter 4. User research: Design for DevelopersThis chapter covers + Why user research is key to building a successful website or application + The different categories of user research + Relevant user research methods for digital products and websites + How to make use of research, define site objectives, and identify user needs3137https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch5/2026-06-26weekly0.6Chapter 5. User experience design: Design for DevelopersThis chapter covers + Defining information architecture and its usefulness for website and content planning + How to organize and structure website data and/or content + How to build user flow diagrams to identify the paths a user can take to complete tasks on a website or application + The visual cycle, beginning with wireframing, followed by visual design and prototyping2738https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_p3/2026-06-26weekly0.6Part 3. Visual design elements: Design for DevelopersPart 3. Visual design elements: Design for Developers140https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch6/2026-06-26weekly0.6Chapter 6. Web layout and composition: Design for DevelopersThis chapter covers + The basic layout fundamentals of creating a website’s structure + How to create and use grids to create consistency and familiarity + How to apply visual design principles when laying out sections and place components to create hierarchy and rhythm + Different user reading patterns that can affect a page’s layout2785https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch7/2026-06-26weekly0.6Chapter 7. Enhancing web layout with animation: Design for DevelopersThis chapter covers + How to use animation effectively to enhance the user experience and usability of a website or application + When to use animation and what that animation should provide for users + How to plan animations in the design phase before coding begins1821https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch8/2026-06-26weekly0.6Chapter 8. Choosing and working with typography on the web: Design for DevelopersThis chapter covers + How to pick a typeface for your project + How to determine whether a typeface works well on the web or on a screen + What to consider when pairing different kinds of typefaces + Working with typography and establishing a type ramp and vertical rhythm to help maintain consistency and flow through a design + Typeface readability considerations for accessibility2850https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch9/2026-06-26weekly0.6Chapter 9. Color theory: Design for DevelopersThis chapter covers + The color wheel and color relationships + How to create shades, tints, and associated terminology + The psychology of color + How to pick and apply a color scheme, including accessibility considerations + The different web color modes and color discrepancies across screens2980https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch10/2026-06-26weekly0.6Chapter 10. Building a website: Design for DevelopersThis chapter covers + Building a landing page based on the requirements given to us by a client + Organizing content using user experience fundamentals + Making visual design choices and applying them in a step-by-step process1984https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_p4/2026-06-26weekly0.6Part 4. After visual design: Design for DevelopersPart 4. After visual design: Design for Developers77https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch11/2026-06-26weekly0.6Chapter 11. Test, validate, iterate: Design for DevelopersThis chapter covers + Gauging when you can start testing a design + Understanding the differences between types of tests and when to use them + Prioritizing the most important test results1101https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/design-for-developers/9781617299476AU/9781617299476AU-dfd_ch12/2026-06-26weekly0.6Chapter 12. Developer choices and user experience: Design for DevelopersThis chapter covers + Viewing code as a part of the cycle of design + Making key code decisions based on how they affect user experience + Assessing how you can build resilient web experiences with an HTML base986https://www.oreilly.com/library/cover/9781617299476AU/2023-09-27courseyesnohttps://www.oreilly.com/videos/design-for-developers/9781617299476AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch1/2026-06-26weekly0.6Chapter 1. Feelin’ Rusty: Code Like a Pro in RustThis chapter covers + Introducing Rust + Surveying the language and its purpose + Comparing Rust to other programming languages + Getting the most out of this book1026https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_p1/2026-06-26weekly0.6Part 1. Pro Rust: Code Like a Pro in RustPart 1. Pro Rust: Code Like a Pro in Rust64https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch2/2026-06-26weekly0.6Chapter 2. Project management with Cargo: Code Like a Pro in RustThis chapter covers + Introducing Cargo and how to manage Rust projects with Cargo + Handling dependencies in Rust projects + Linking to other (non-Rust) libraries + Publishing Rust applications and libraries + Documenting Rust code + Following the Rust community’s best practices for managing and publishing projects + Structuring Rust projects with modules and workspaces + Considerations for using Rust in embedded environments3344https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch3/2026-06-26weekly0.6Chapter 3. Rust tooling: Code Like a Pro in RustThis chapter covers + Introducing core Rust language tools: rust-analyzer, rustfmt, Clippy, and sccache + Integrating Rust tools with Visual Studio Code + Using stable versus nightly toolchains + Exploring additional tools you may find useful1838https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_p2/2026-06-26weekly0.6Part 2. Core data: Code Like a Pro in RustPart 2. Core data: Code Like a Pro in Rust82https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch4/2026-06-26weekly0.6Chapter 4. Data structures: Code Like a Pro in RustThis chapter covers + Using Rust’s core data structures: strings, vectors, and maps + Understanding Rust’s types: primitives, structs, enums, and aliases + Applying Rust’s core types effectively + Converting between data types + Demonstrating how Rust’s primitive types map to external libraries3181https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch5/2026-06-26weekly0.6Chapter 5. Working with memory: Code Like a Pro in RustThis chapter covers + Learning about heap- and stack-based memory management details in Rust + Understanding Rust’s ownership semantics + Using reference-counted pointers + Effectively utilizing smart pointers + Implementing custom allocators for specific use cases2636https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_p3/2026-06-26weekly0.6Part 3. Correctness: Code Like a Pro in RustPart 3. Correctness: Code Like a Pro in Rust91https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch6/2026-06-26weekly0.6Chapter 6. Unit testing: Code Like a Pro in RustThis chapter covers + Understanding how unit testing is unique in Rust + Exploring unit testing dos and don’ts, features, and frameworks + Discussing unit testing with parallel code + Writing unit tests that consider refactoring + Exploring tools to help with refactoring + Measuring code covered by tests + Testing strategies for dealing with Rust’s ecosystem2021https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch7/2026-06-26weekly0.6Chapter 7. Integration testing: Code Like a Pro in RustThis chapter covers + Understanding the differences between unit testing and integration testing + Using integration testing effectively + Comparing Rust’s built-in integration testing to external testing + Exploring libraries and tools for integration testing + Fuzzing your tests1325https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_p4/2026-06-26weekly0.6Part 4. Asynchronous Rust: Code Like a Pro in RustPart 4. Asynchronous Rust: Code Like a Pro in Rust77https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch8/2026-06-26weekly0.6Chapter 8. Async Rust: Code Like a Pro in RustThis chapter covers + Thinking asynchronously: an overview of async programming + Exploring Rust’s async runtimes + Handling async task results with futures + Mixing sync and async + Using the async and .await features + Managing concurrency and parallelism with async + Implementing an async observer + Understanding when to avoid using async + Tracing and debugging async code + Dealing with async when testing2588https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch9/2026-06-26weekly0.6Chapter 9. Building an HTTP REST API service: Code Like a Pro in RustThis chapter covers + Deciding which web framework to use + Designing an API + Modeling our data + Implementing the API + Handling errors gracefully2042https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch10/2026-06-26weekly0.6Chapter 10. Building an HTTP REST API CLI: Code Like a Pro in RustThis chapter covers + Deciding which tools and libraries to use + Designing the CLI + Declaring the commands + Implementing the commands + Implementing requests + Handling errors gracefully + Testing our CLI752https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_p5/2026-06-26weekly0.6Part 5. Optimizations: Code Like a Pro in RustPart 5. Optimizations: Code Like a Pro in Rust55https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/code-like-a/9781617299643AU/9781617299643AU-code_ch11/2026-06-26weekly0.6Chapter 11. Optimizations: Code Like a Pro in RustThis chapter covers + Understanding Rust’s zero-cost abstractions + Using vectors effectively + Programming with SIMD in Rust + Parallelization with Rayon + Using Rust to accelerate other languages1438https://www.oreilly.com/library/cover/9781617299643AU/2024-03-10courseyesnohttps://www.oreilly.com/videos/code-like-a/9781617299643AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_p1/2026-06-26weekly0.6Part 1. Introduction: Build an Orchestrator in Go (From Scratch)Part 1. Introduction: Build an Orchestrator in Go (From Scratch)41https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch1/2026-06-26weekly0.6Chapter 1. What is an orchestrator?: Build an Orchestrator in Go (From Scratch)This chapter covers + The evolution of application deployments + Classifying the components of an orchestration system + Introducing the mental model for the orchestrator + Defining requirements for our orchestrator + Identifying the scope of our work2251https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch2/2026-06-26weekly0.6Chapter 2. From mental model to skeleton code: Build an Orchestrator in Go (From Scratch)This chapter covers + Creating skeletons for task, worker, manager, and scheduler components + Identifying the states of a task + Using an interface to support different types of schedulers + Writing a test program to verify that the code will compile and run1111https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch3/2026-06-26weekly0.6Chapter 3. Hanging some flesh on the task skeleton: Build an Orchestrator in Go (From Scratch)This chapter covers + Reviewing how to start and stop Docker containers via the command line + Introducing the Docker API calls for starting and stopping containers + Implementing the Task concept to start and stop a container1497https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_p2/2026-06-26weekly0.6Part 2. Worker: Build an Orchestrator in Go (From Scratch)Part 2. Worker: Build an Orchestrator in Go (From Scratch)61https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch4/2026-06-26weekly0.6Chapter 4. Workers of the Cube, unite!: Build an Orchestrator in Go (From Scratch)This chapter covers + Reviewing the purpose of the worker component in an orchestration system + Reviewing the Task and Docker structs + Defining and implementing an algorithm for processing incoming tasks + Building a simple state machine to transition tasks between states + Implementing the worker’s methods for starting and stopping tasks1381https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch5/2026-06-26weekly0.6Chapter 5. An API for the worker: Build an Orchestrator in Go (From Scratch)This chapter covers + Understanding the purpose of the worker API + Implementing methods to handle API requests + Creating a server to listen for API requests + Starting, stopping, and listing tasks via the API1503https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch6/2026-06-26weekly0.6Chapter 6. Metrics: Build an Orchestrator in Go (From Scratch)This chapter covers + Explaining why the worker needs to collect metrics + Defining the metrics + Creating a process to collect metrics + Implementing a handler on the existing API1259https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_p3/2026-06-26weekly0.6Part 3. Manager: Build an Orchestrator in Go (From Scratch)Part 3. Manager: Build an Orchestrator in Go (From Scratch)64https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch7/2026-06-26weekly0.6Chapter 7. The manager enters the room: Build an Orchestrator in Go (From Scratch)This chapter covers + Reviewing the purpose of the manager + Designing a naive scheduling algorithm + Implementing the manager’s methods for scheduling and updating tasks1573https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch8/2026-06-26weekly0.6Chapter 8. An API for the manager: Build an Orchestrator in Go (From Scratch)This chapter covers + Understanding the purpose of the manager API + Implementing methods to handle API requests + Creating a server to listen for API requests + Starting, stopping, and listing tasks via the API1182https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch9/2026-06-26weekly0.6Chapter 9. What could possibly go wrong?: Build an Orchestrator in Go (From Scratch)This chapter covers + Enumerating potential failures + Exploring options for recovering from failures + Implementing task health checks to recover from task crashes2111https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_p4/2026-06-26weekly0.6Part 4. Refactorings: Build an Orchestrator in Go (From Scratch)Part 4. Refactorings: Build an Orchestrator in Go (From Scratch)45https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch10/2026-06-26weekly0.6Chapter 10. Implementing a more sophisticated scheduler: Build an Orchestrator in Go (From Scratch)This chapter covers + Describing the scheduling problem + Defining the phases of scheduling + Re-implementing the round-robin scheduler + Discussing the enhanced parallel virtual machine (E-PVM) concept and algorithm + Implementing the E-PVM scheduler2054https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch11/2026-06-26weekly0.6Chapter 11. Implementing persistent storage for tasks: Build an Orchestrator in Go (From Scratch)This chapter covers + Describing the purpose of a datastore in an orchestration system + Defining the requirements for our persistent datastore + Defining the Store interface + Introducing BoltDB + Implementing the persistent datastore using the Store interface + Discussing the special concerns that exist for the manager’s datastore2435https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_p5/2026-06-26weekly0.6Part 5. CLI: Build an Orchestrator in Go (From Scratch)Part 5. CLI: Build an Orchestrator in Go (From Scratch)33https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch12/2026-06-26weekly0.6Chapter 12. Building a command-line interface: Build an Orchestrator in Go (From Scratch)This chapter covers + Core components of command-line interfaces + Introducing the Cobra framework + Creating command skeletons + Producing a CLI that replaces the combined use of the main.go and curl programs1748https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/9781617299759AU-build_ch13/2026-06-26weekly0.6Chapter 13. Now what?: Build an Orchestrator in Go (From Scratch)This chapter covers + Reviewing what we’ve accomplished + Where to go next459https://www.oreilly.com/library/cover/9781617299759AU/2024-04-11courseyesnohttps://www.oreilly.com/videos/build-an-orchestrator/9781617299759AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch1/2026-06-26weekly0.6Chapter 1. Overview: Elasticsearch in Action, Second EditionThis chapter covers + Setting the scene for modern search engines + Introducing Elasticsearch + Understanding Elasticsearch’s core areas, use cases, and prominent features + The Elastic Stack: Beats, Logstash, Elasticsearch, and Kibana3524https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch2/2026-06-26weekly0.6Chapter 2. Getting started: Elasticsearch in Action, Second EditionThis chapter covers + Indexing sample documents with Elasticsearch + Retrieving, deleting, and updating documents + Searching with basic to advanced queries + Running aggregations on data4234https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch3/2026-06-26weekly0.6Chapter 3. Architecture: Elasticsearch in Action, Second EditionThis chapter covers + High-level architecture and Elasticsearch’s building blocks + Search and indexing mechanics + Understanding how an inverted index works + Relevancy and similarity algorithms + Routing algorithms5526https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch4/2026-06-26weekly0.6Chapter 4. Mapping: Elasticsearch in Action, Second EditionThis chapter covers + Field data types + Implicit and explicit mapping + Core data types + Advanced data types + APIs to create/access mappings5367https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch5/2026-06-26weekly0.6Chapter 5. Working with documents: Elasticsearch in Action, Second EditionThis chapter covers + Indexing, retrieving, and reindexing documents + Manipulating and tweaking responses + Updating and deleting documents with APIs and query methods + Working with scripted updates + Indexing documents in bulk5034https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch6/2026-06-26weekly0.6Chapter 6. Indexing operations: Elasticsearch in Action, Second EditionThis chapter covers + Basic indexing operations + Index templating + Status management and monitoring + Index lifecycle management (ILM)5311https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch7/2026-06-26weekly0.6Chapter 7. Text analysis: Elasticsearch in Action, Second EditionThis chapter covers + Overview of text analysis + Anatomy of an analyzer + Built-in analyzers + Developing custom analyzers + Understanding tokenizers + Learning about character and token filters4369https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch8/2026-06-26weekly0.6Chapter 8. Introducing search: Elasticsearch in Action, Second EditionThis chapter covers + Fundamentals of search + Types of search methods + Introduction to Query DSL + Common search features3664https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch9/2026-06-26weekly0.6Chapter 9. Term-level search: Elasticsearch in Action, Second EditionThis chapter covers + Understanding term-level queries + Term-level queries in action2346https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch10/2026-06-26weekly0.6Chapter 10. Full-text searches: Elasticsearch in Action, Second EditionThis chapter covers + Overview of full-text queries + Working through match queries + Looking at match phrases, multi-match, and other queries + Looking at query strings and simple query string queries2828https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch11/2026-06-26weekly0.6Chapter 11. Compound queries: Elasticsearch in Action, Second EditionThis chapter covers + Working with compound queries + Boolean search queries + Constant score queries + Boosting queries + Disjunction maximum queries + Function score queries3053https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch12/2026-06-26weekly0.6Chapter 12. Advanced search: Elasticsearch in Action, Second EditionThis chapter covers + Geo data types + Searching locations and addresses with geoqueries + Using geo_shape to search for 2D shapes + Using span queries to work with low-level positional tokens + Specialized queries such as percolators3574https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch13/2026-06-26weekly0.6Chapter 13. Aggregations: Elasticsearch in Action, Second EditionThis chapter covers + Aggregation basics + Working with metric aggregations + Categorizing data using bucket aggregations + Chaining metric and bucket aggregations in pipeline aggregations3044https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch14/2026-06-26weekly0.6Chapter 14. Administration: Elasticsearch in Action, Second EditionThis chapter covers + Horizontally scaling the cluster + Internode communication + Shards and replica sizing + Working with snapshots and restoration + Advanced configuration + Understanding the master role in a cluster4214https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_ch15/2026-06-26weekly0.6Chapter 15. Performance and troubleshooting: Elasticsearch in Action, Second EditionThis chapter covers + Understanding the reasons for slow searches and indexing queries + Tuning and improving the performance of slow queries and indexing + Troubleshooting unstable clusters2188https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_apb/2026-06-26weekly0.6Appendix B. Ingest pipelines: Elasticsearch in Action, Second EditionAppendix B. Ingest pipelines: Elasticsearch in Action, Second Edition694https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/9781617299858AU-elas_apc/2026-06-26weekly0.6Appendix C. Clients: Elasticsearch in Action, Second EditionAppendix C. Clients: Elasticsearch in Action, Second Edition1020https://www.oreilly.com/library/cover/9781617299858AU/2023-12-10courseyesnohttps://www.oreilly.com/videos/elasticsearch-in-action/9781617299858AU/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00001/2026-06-26weekly0.6Chapter 1: Collaborating with the Enemy, Second EditionChapter 1: Collaborating with the Enemy, Second Edition188https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00002/2026-06-26weekly0.6Chapter 2: Collaborating with the Enemy, Second EditionChapter 2: Collaborating with the Enemy, Second Edition507https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00003/2026-06-26weekly0.6Chapter 3: Collaborating with the Enemy, Second EditionChapter 3: Collaborating with the Enemy, Second Edition2496https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00004/2026-06-26weekly0.6Chapter 4: Collaborating with the Enemy, Second EditionChapter 4: Collaborating with the Enemy, Second Edition2032https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00005/2026-06-26weekly0.6Chapter 5: Collaborating with the Enemy, Second EditionChapter 5: Collaborating with the Enemy, Second Edition1471https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00006/2026-06-26weekly0.6Chapter 6: Collaborating with the Enemy, Second EditionChapter 6: Collaborating with the Enemy, Second Edition1532https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00007/2026-06-26weekly0.6Chapter 7: Collaborating with the Enemy, Second EditionChapter 7: Collaborating with the Enemy, Second Edition1810https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00008/2026-06-26weekly0.6Chapter 8: Collaborating with the Enemy, Second EditionChapter 8: Collaborating with the Enemy, Second Edition2171https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00009/2026-06-26weekly0.6Chapter 9: Collaborating with the Enemy, Second EditionChapter 9: Collaborating with the Enemy, Second Edition2981https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00010/2026-06-26weekly0.6Chapter 10: Collaborating with the Enemy, Second EditionChapter 10: Collaborating with the Enemy, Second Edition2204https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00011/2026-06-26weekly0.6Chapter 11: Collaborating with the Enemy, Second EditionChapter 11: Collaborating with the Enemy, Second Edition1252https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/collaborating-with-the/9781663755018/9781663755018-a00012/2026-06-26weekly0.6Chapter 12: Collaborating with the Enemy, Second EditionChapter 12: Collaborating with the Enemy, Second Edition494https://www.oreilly.com/library/cover/9781663755018/2025-11-25courseyesnohttps://www.oreilly.com/videos/collaborating-with-the/9781663755018/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00001/2026-06-26weekly0.6Chapter 1: Eat That Frog!, Fourth EditionChapter 1: Eat That Frog!, Fourth Edition498https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00002/2026-06-26weekly0.6Chapter 2: Eat That Frog!, Fourth EditionChapter 2: Eat That Frog!, Fourth Edition461https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00003/2026-06-26weekly0.6Chapter 3: Eat That Frog!, Fourth EditionChapter 3: Eat That Frog!, Fourth Edition408https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00004/2026-06-26weekly0.6Chapter 4: Eat That Frog!, Fourth EditionChapter 4: Eat That Frog!, Fourth Edition411https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00005/2026-06-26weekly0.6Chapter 5: Eat That Frog!, Fourth EditionChapter 5: Eat That Frog!, Fourth Edition326https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00006/2026-06-26weekly0.6Chapter 6: Eat That Frog!, Fourth EditionChapter 6: Eat That Frog!, Fourth Edition618https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00007/2026-06-26weekly0.6Chapter 7: Eat That Frog!, Fourth EditionChapter 7: Eat That Frog!, Fourth Edition301https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00008/2026-06-26weekly0.6Chapter 8: Eat That Frog!, Fourth EditionChapter 8: Eat That Frog!, Fourth Edition268https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00009/2026-06-26weekly0.6Chapter 9: Eat That Frog!, Fourth EditionChapter 9: Eat That Frog!, Fourth Edition433https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00010/2026-06-26weekly0.6Chapter 10: Eat That Frog!, Fourth EditionChapter 10: Eat That Frog!, Fourth Edition578https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00011/2026-06-26weekly0.6Chapter 11: Eat That Frog!, Fourth EditionChapter 11: Eat That Frog!, Fourth Edition220https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00012/2026-06-26weekly0.6Chapter 12: Eat That Frog!, Fourth EditionChapter 12: Eat That Frog!, Fourth Edition207https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00013/2026-06-26weekly0.6Chapter 13: Eat That Frog!, Fourth EditionChapter 13: Eat That Frog!, Fourth Edition446https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00014/2026-06-26weekly0.6Chapter 14: Eat That Frog!, Fourth EditionChapter 14: Eat That Frog!, Fourth Edition289https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00015/2026-06-26weekly0.6Chapter 15: Eat That Frog!, Fourth EditionChapter 15: Eat That Frog!, Fourth Edition390https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00016/2026-06-26weekly0.6Chapter 16: Eat That Frog!, Fourth EditionChapter 16: Eat That Frog!, Fourth Edition217https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00017/2026-06-26weekly0.6Chapter 17: Eat That Frog!, Fourth EditionChapter 17: Eat That Frog!, Fourth Edition264https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00018/2026-06-26weekly0.6Chapter 18: Eat That Frog!, Fourth EditionChapter 18: Eat That Frog!, Fourth Edition392https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00019/2026-06-26weekly0.6Chapter 19: Eat That Frog!, Fourth EditionChapter 19: Eat That Frog!, Fourth Edition250https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00020/2026-06-26weekly0.6Chapter 20: Eat That Frog!, Fourth EditionChapter 20: Eat That Frog!, Fourth Edition213https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00021/2026-06-26weekly0.6Chapter 21: Eat That Frog!, Fourth EditionChapter 21: Eat That Frog!, Fourth Edition202https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00022/2026-06-26weekly0.6Chapter 22: Eat That Frog!, Fourth EditionChapter 22: Eat That Frog!, Fourth Edition290https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00023/2026-06-26weekly0.6Chapter 23: Eat That Frog!, Fourth EditionChapter 23: Eat That Frog!, Fourth Edition257https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00024/2026-06-26weekly0.6Chapter 24: Eat That Frog!, Fourth EditionChapter 24: Eat That Frog!, Fourth Edition369https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/eat-that-frog/9781663751713/9781663751713-a00025/2026-06-26weekly0.6Chapter 25: Eat That Frog!, Fourth EditionChapter 25: Eat That Frog!, Fourth Edition615https://www.oreilly.com/library/cover/9781663751713/2025-09-30yesnohttps://www.oreilly.com/videos/eat-that-frog/9781663751713/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00001/2026-06-26weekly0.6Section 1: Evergreen TalentSection 1: Evergreen Talent146https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00002/2026-06-26weekly0.6Section 2: Evergreen TalentSection 2: Evergreen Talent416https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00003/2026-06-26weekly0.6Section 3: Evergreen TalentSection 3: Evergreen Talent1150https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00004/2026-06-26weekly0.6Section 4: Evergreen TalentSection 4: Evergreen Talent2251https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00005/2026-06-26weekly0.6Section 5: Evergreen TalentSection 5: Evergreen Talent1350https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00006/2026-06-26weekly0.6Section 6: Evergreen TalentSection 6: Evergreen Talent1783https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00007/2026-06-26weekly0.6Section 7: Evergreen TalentSection 7: Evergreen Talent2050https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00008/2026-06-26weekly0.6Section 8: Evergreen TalentSection 8: Evergreen Talent1306https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00009/2026-06-26weekly0.6Section 9: Evergreen TalentSection 9: Evergreen Talent1371https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00010/2026-06-26weekly0.6Section 10: Evergreen TalentSection 10: Evergreen Talent2684https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00011/2026-06-26weekly0.6Section 11: Evergreen TalentSection 11: Evergreen Talent2177https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00012/2026-06-26weekly0.6Section 12: Evergreen TalentSection 12: Evergreen Talent1035https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00013/2026-06-26weekly0.6Section 13: Evergreen TalentSection 13: Evergreen Talent1724https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00014/2026-06-26weekly0.6Section 14: Evergreen TalentSection 14: Evergreen Talent865https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00015/2026-06-26weekly0.6Section 15: Evergreen TalentSection 15: Evergreen Talent144https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/evergreen-talent/9781469075761/9781469075761-a00016/2026-06-26weekly0.6Section 16: Evergreen TalentSection 16: Evergreen Talent159https://www.oreilly.com/library/cover/9781469075761/2020-03-03courseyesnohttps://www.oreilly.com/videos/evergreen-talent/9781469075761/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_p1/2026-06-26weekly0.6Part 1. Understanding attention and transformers: Build a Text-to-Image Generator (from Scratch)Part 1. Understanding attention and transformers: Build a Text-to-Image Generator (from Scratch)65https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch1/2026-06-26weekly0.6Chapter 1. A tale of two models: Transformers and diffusions: Build a Text-to-Image Generator (from…This chapter covers + The distinction between unimodal and multimodal models + How vision transformers use attention mechanisms from natural language processing to process images + The inner workings of diffusion models and how they generate images from noise + The challenges and limitations facing current text-to-image models2755https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch2/2026-06-26weekly0.6Chapter 2. Build a transformer: Build a Text-to-Image Generator (from Scratch)This chapter covers + How the attention mechanism assigns weights to elements in a sequence + Building an encoder–decoder transformer from scratch for language translation + Word embedding and positional encoding + Training a transformer from scratch to translate German to English3063https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch3/2026-06-26weekly0.6Chapter 3. Classify images with a vision transformer: Build a Text-to-Image Generator (from Scratch)This chapter covers + Dividing an image into patches of tokens + Training a transformer to predict the next image token + Classifying CIFAR-10 images using a vision transformer (ViT) + Visualizing how a ViT pays attention to different parts of an image2848https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch4/2026-06-26weekly0.6Chapter 4. Add captions to images This: Build a Text-to-Image Generator (from Scratch)This chapter covers + Similarities between image-to-text generation and text-to-image generation + Building a transformer from scratch to add captions to images + Training an image-to-text transformer with image–caption pairs + Adding captions to images with the trained image-to-text transformer2531https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_p2/2026-06-26weekly0.6Part 2. Introduction to diffusion models: Build a Text-to-Image Generator (from Scratch)Part 2. Introduction to diffusion models: Build a Text-to-Image Generator (from Scratch)59https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch5/2026-06-26weekly0.6Chapter 5. Generate images with diffusion models: Build a Text-to-Image Generator (from Scratch)This chapter covers + How the forward diffusion process gradually adds noise to images + How the reverse diffusion process iteratively removes noise + Training a denoising U-Net model from scratch + Using the trained model to generate new clothing-item images2217https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch6/2026-06-26weekly0.6Chapter 6. Control what images to generate in diffusion models: Build a Text-to-Image Generator (fr…This chapter covers + Creating and training a conditional diffusion model to generate images + Building a denoising U-Net from scratch + Coding diffusion processes in a Denoising Diffusion Probabilistic Model + Injecting labeling information into the U-Net model for controlled generation + Implementing classifier-free guidance2858https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch7/2026-06-26weekly0.6Chapter 7. Generate high-resolution images with diffusion models: Build a Text-to-Image Generator (…This chapter covers + The Denoising Diffusion Implicit Model noise scheduler + Adding the attention mechanism in denoising U-Net models + Generating high-resolution images with advanced diffusion models + Interpolating initial noise tensors to generate a series of images2200https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_p3/2026-06-26weekly0.6Part 3. Text-to-image generation with diffusion models: Build a Text-to-Image Generator (from Scrat…Part 3. Text-to-image generation with diffusion models: Build a Text-to-Image Generator (from Scrat…77https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch8/2026-06-26weekly0.6Chapter 8. CLIP: A model to measure the similarity between image and text: Build a Text-to-Image Ge…This chapter covers + Compressing a text description and an image into the same latent space + Building and training a CLIP model to match text–image pairs + Measuring text–image similarity + Using the trained CLIP model to select an image based on a text prompt2301https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch9/2026-06-26weekly0.6Chapter 9. Text-to-image generation with latent diffusion: Build a Text-to-Image Generator (from Sc…This chapter covers + Conducting forward and reverse diffusion processes in the lower-dimensional space + Converting low-resolution images into high-resolution ones + Generating high-resolution images based on text prompts using a latent diffusion model + Modifying existing images based on text prompts2404https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch10/2026-06-26weekly0.6Chapter 10. A deep dive into Stable Diffusion: Build a Text-to-Image Generator (from Scratch)This chapter covers + Differences between Stable Diffusion and the latent diffusion model + Accessing Stable Diffusion with the diffusers library + Components of Stable Diffusion and their roles in text-to-image generation + Interpolating text embeddings to generate a series of images1885https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_p4/2026-06-26weekly0.6Part 4. Text-to-image generation with transformers: Build a Text-to-Image Generator (from Scratch)Part 4. Text-to-image generation with transformers: Build a Text-to-Image Generator (from Scratch)42https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch11/2026-06-26weekly0.6Chapter 11. VQGAN: Convert images into sequences of integers: Build a Text-to-Image Generator (from…This chapter covers + Encoding images into continuous latent representations + Quantizing latent representations into discrete codes using a codebook + Reconstructing images from discrete sequences + Understanding perceptual loss, adversarial loss, and quantization loss3075https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch12/2026-06-26weekly0.6Chapter 12. A minimal implementation of DALL-E: Build a Text-to-Image Generator (from Scratch)This chapter covers + How DALL-E is trained to generate images from text descriptions + How a pretrained BART encoder transforms a text prompt into dense embeddings + How a BART decoder uses those embeddings to predict image tokens + How a VQGAN decoder converts image tokens into a high-resolution image1964https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_p5/2026-06-26weekly0.6Part 5. New developments and challenges: Build a Text-to-Image Generator (from Scratch)Part 5. New developments and challenges: Build a Text-to-Image Generator (from Scratch)74https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_ch13/2026-06-26weekly0.6Chapter 13. New developments and challenges in text-to-image generation: Build a Text-to-Image Gene…This chapter covers + How state-of-the-art text-to-image generators work + Text-to-image model challenges and concerns + Creating a model to distinguish real images from deepfakes + Preparing a large-scale dataset of real and fake images for fine-tuning + Testing fine-tuned models on unseen images2949https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/9781633435421AU-build_app/2026-06-26weekly0.6Appendix. Installing PyTorch and enabling GPU training locally and in Colab: Build a Text-to-Image …Appendix. Installing PyTorch and enabling GPU training locally and in Colab: Build a Text-to-Image …734https://www.oreilly.com/library/cover/9781633435421AU/2025-12-17courseyesnohttps://www.oreilly.com/videos/build-a-text-to-image/9781633435421AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_p1/2026-06-26weekly0.6Part 1. Building basic generative AI web apps: Build AI-Enhanced Web AppsPart 1. Building basic generative AI web apps: Build AI-Enhanced Web Apps75https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch1/2026-06-26weekly0.6Chapter 1. Using generative AI in web apps: Build AI-Enhanced Web AppsThis chapter covers + What generative AI web applications are and what they can do + How generative AI compares to traditional AI + How generative AI apps work + Handling the concerns and implications of AI2313https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch2/2026-06-26weekly0.6Chapter 2. Building your first generative AI web application: Build AI-Enhanced Web AppsThis chapter covers + Setting up a simple generative AI web app with React + Interfacing with the OpenAI client + Introducing Next.js and adopting it as our backend service3949https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch3/2026-06-26weekly0.6Chapter 3. Connecting AI models with the Vercel AI SDK: Build AI-Enhanced Web AppsThis chapter covers + An overview of the Vercel AI SDK for React/Next.js + Incorporating streaming AI responses into React apps + Separating AI and UI state in React/Next.js + Enhancing conversational UIs with multimedia content3522https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch4/2026-06-26weekly0.6Chapter 4. Managing conversation and state in your application: Build AI-Enhanced Web AppsThis chapter covers + Introducing AI SDK React server components + Managing UI state in AI-powered applications + Structured data generation using the Vercel AI SDK + Tool and function calling with AI models4102https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_p2/2026-06-26weekly0.6Part 2. Advanced generative AI techniques and deployment: Build AI-Enhanced Web AppsPart 2. Advanced generative AI techniques and deployment: Build AI-Enhanced Web Apps69https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch5/2026-06-26weekly0.6Chapter 5. Prompt engineering in web applications: Build AI-Enhanced Web AppsThis chapter covers + Prompt engineering to optimize AI model outputs in web applications + Using few-shot learning to enable quick adaptation of AI models to new tasks + Using chain-of-thought prompting to improve AI reasoning and problem solving + Using embeddings for semantic search and content recommendations4237https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch6/2026-06-26weekly0.6Chapter 6. Building AI workflows with LangChain.js: Build AI-Enhanced Web AppsThis chapter covers + Using LangChain.js core features to build context-aware AI applications + PromptTemplate, few-shot learning, and other strategies for prompt management + Chaining calls to improve generative AI responses + Preparing and storing information for efficient document ingestion and retrieval + Using memory components in LangChain.js to remember conversation history + Integrating LangChain.js with the Vercel AI SDK3248https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch7/2026-06-26weekly0.6Chapter 7. Document summarization and RAG with LangChain.js: Build AI-Enhanced Web AppsThis chapter covers + Building a document summarization app + Implementing retrieval-augmented generation + Providing grounding support for AI outputs + Processing documents with advanced techniques3633https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch8/2026-06-26weekly0.6Chapter 8. Testing and debugging techniques: Build AI-Enhanced Web AppsThis chapter covers + Debugging methods for identifying problems in Next.js applications + Troubleshooting the Vercel AI SDK + Debugging techniques in LangChain.js + Mocking frameworks that allow for controlled testing environments + Best practices for integrating testing and testing strategies for AI web applications3816https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch9/2026-06-26weekly0.6Chapter 9. Deployment and security: Build AI-Enhanced Web AppsThis chapter covers + Mitigating prompt injection and API abuse + Securing API keys and managing rate limits + Maintaining GDPR and CCPA compliance + Monitoring and observing AI workflows + Deploying on hosted or self-hosted systems + Detecting injections and applying privacy controls4137https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_p3/2026-06-26weekly0.6Part 3. Hands-on projects: Build AI-Enhanced Web AppsPart 3. Hands-on projects: Build AI-Enhanced Web Apps65https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch10/2026-06-26weekly0.6Chapter 10. Building an AI interview assistant: Project walk-through: Build AI-Enhanced Web AppsThis chapter covers + Building an AI interview assistant covering UX and technical implementation + Configuring chat, text-to-speech, and feedback features + Architecting the app with Next.js, the Vercel AI SDK, and Redis + Managing conversations, data persistence, and AI responses + Securing user data and preventing system abuse1179https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch11/2026-06-26weekly0.6Chapter 11. Building an AI RAG agent: Project walk-through: Build AI-Enhanced Web AppsThis chapter covers + Building RAG apps with Next.js, Clerk, and LangChain.js + Securing documents and isolating user data + Using Upstash Redis and Vector for search and state + Designing chat interfaces with text-to-speech + Optimizing databases and prompt engineering + Solving state sync and document-parsing issues1283https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_p4/2026-06-26weekly0.6Part 4. Advanced integrations and the future of AI: Build AI-Enhanced Web AppsPart 4. Advanced integrations and the future of AI: Build AI-Enhanced Web Apps58https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_ch12/2026-06-26weekly0.6Chapter 12. Integrating web apps with the Model Context Protocol: Build AI-Enhanced Web AppsThis chapter covers + The Model Context Protocol (MCP) and why it is important for building modern web applications powered by large language models + Integrating the MCP with the Vercel AI SDK to extend web apps with external capabilities + Practical examples of building and connecting an MCP server + Developing a complete end-to-end project to integrate an MCP server + Introducing the MCP architecture, data flow, and integration patterns2407https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/9781633436084AU-buildai_app/2026-06-26weekly0.6Appendix. Running the examples: Build AI-Enhanced Web AppsAppendix. Running the examples: Build AI-Enhanced Web Apps565https://www.oreilly.com/library/cover/9781633436084AU/2026-02-18courseyesnohttps://www.oreilly.com/videos/build-ai-enhanced-web/9781633436084AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_p1/2026-06-26weekly0.6Part 1. Building the foundation: Data-Driven CybersecurityPart 1. Building the foundation: Data-Driven Cybersecurity42https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch1/2026-06-26weekly0.6Chapter 1. Introducing cybersecurity metrics: Data-Driven CybersecurityThis chapter covers + Metric types and their practical applications + Common frameworks for cybersecurity programs + The significance of metrics in modern cybersecurity + The changing landscape of cyber threats2895https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch2/2026-06-26weekly0.6Chapter 2. Cybersecurity analytics toolkit: Data-Driven CybersecurityThis chapter covers + Key components of a cybersecurity toolkit + How to choose the right tools + Designing insightful dashboards + Statistical analysis for threat detection + How to integrate AI in security analytics2430https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch3/2026-06-26weekly0.6Chapter 3. Implementing a security metrics program: Data-Driven CybersecurityThis chapter covers + Designing a cybersecurity metrics program + Building effective metrics dashboards + Open source tools + Analyzing and reporting to inform actionable decisions + Common challenges and pitfalls and how to avoid them3013https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch4/2026-06-26weekly0.6Chapter 4. Integrating metrics into business strategy: Data-Driven CybersecurityThis chapter covers + Aligning metrics with business strategy + Interpreting metrics for stakeholders + Communicating value to stakeholders + Using metrics to inform strategic decisions2679https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_p2/2026-06-26weekly0.6Part 2. The metrics that matter: Data-Driven CybersecurityPart 2. The metrics that matter: Data-Driven Cybersecurity38https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch5/2026-06-26weekly0.6Chapter 5. Establishing the foundation: Data-Driven CybersecurityThis chapter covers + Implementing effective cybersecurity governance + Roles and responsibilities in securing your organization’s digital identity + Risks associated with third-party vendors and supply chains5208https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch6/2026-06-26weekly0.6Chapter 6. Foundations of cyber risk: Data-Driven CybersecurityThis chapter covers + Fundamentals of access management + Evaluating and prioritizing risks + Continuous refinement of security measures2742https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch7/2026-06-26weekly0.6Chapter 7. Protecting your assets: Data-Driven CybersecurityThis chapter covers + Identity and credential access management + The role of training in cybersecurity risk management + Best practices for data confidentiality and integrity + Resilience and security in technology infrastructure4269https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch8/2026-06-26weekly0.6Chapter 8. Continuous threat detection: Data-Driven CybersecurityThis chapter covers + Implementing continuous monitoring system + Using open source solutions for continuous threat detection + The process of Information Security Continuous Monitoring + Alert threshold life cycle assessment systems + Strategies for continuous monitoring2792https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch9/2026-06-26weekly0.6Chapter 9. Incident management and recovery: Data-Driven CybersecurityThis chapter covers + Incident management in cybersecurity + Evaluating and improving incident response + Techniques for effective incident analysis + Strategies for reporting and communicating incidents + Methods for incident mitigation and recovery3962https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_p3/2026-06-26weekly0.6Part 3. Beyond the basics: Advanced analytics, machine learning, and AI: Data-Driven CybersecurityPart 3. Beyond the basics: Advanced analytics, machine learning, and AI: Data-Driven Cybersecurity50https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch10/2026-06-26weekly0.6Chapter 10. Advanced cybersecurity metrics: Data-Driven CybersecurityThis chapter covers + The role of advanced cybersecurity metrics + AI and predictive analytics in cybersecurity + Using advanced metrics + Data-driven approaches for proactive cybersecurity management4225https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch11/2026-06-26weekly0.6Chapter 11. Advanced statistical analysis: Data-Driven CybersecurityThis chapter covers + Statistical techniques in practical terms + Analyzing patterns in cybersecurity data + Real-world examples to apply statistical tools + Evaluating security strategies with actionable insights1730https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch12/2026-06-26weekly0.6Chapter 12. Advanced machine learning analysis: Data-Driven CybersecurityThis chapter covers + The use of machine learning in cybersecurity + Key machine learning algorithms for security applications + Practical applications of AI in cybersecurity + Implementing AI models in security systems + Evaluating AI performance in cybersecurity2041https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/9781633436107AU-ddc_ch13/2026-06-26weekly0.6Chapter 13. Generative AI in cybersecurity metrics: Data-Driven CybersecurityThis chapter covers + Using generative AI to enhance cybersecurity metrics + Open source tools for AI analysis + Generating synthetic data for cybersecurity scenarios + Transforming datasets into actionable insights with AI2327https://www.oreilly.com/library/cover/9781633436107AU/2025-07-24courseyesnohttps://www.oreilly.com/videos/data-driven-cybersecurity/9781633436107AU/https://www.oreilly.com/videos/essential-graphrag/9781633436268AU/9781633436268AU-ess_ch1/2026-06-26weekly0.6Chapter 1. Improving LLM accuracy: Essential GraphRAGThis chapter covers + Large language models + Limitations of large language models + Shortcomings of continuously finetuning a model + Retrieval-augmented generation + Combining structured and unstructured data to support all types of questions1808https://www.oreilly.com/library/cover/9781633436268AU/2025-07-17courseyesnohttps://www.oreilly.com/videos/essential-graphrag/9781633436268AU/https://www.oreilly.com/videos/essential-graphrag/9781633436268AU/9781633436268AU-ess_ch2/2026-06-26weekly0.6Chapter 2. Vector similarity search and hybrid search: Essential GraphRAGThis chapter covers + Introduction to embeddings, embedding models, vector space, and vector similarity search + How vector similarity fits in RAG applications + A practical walkthrough of a RAG application using vector similarity search + Adding full-text search to the RAG application to see how enabling a hybrid search approach can improve results1207https://www.oreilly.com/library/cover/9781633436268AU/2025-07-17courseyesnohttps://www.oreilly.com/videos/essential-graphrag/9781633436268AU/https://www.oreilly.com/videos/essential-graphrag/9781633436268AU/9781633436268AU-ess_ch3/2026-06-26weekly0.6Chapter 3. Advanced vector retrieval strategies: Essential GraphRAGThis chapter covers + Query rewriting techniques + Advanced text-embedding strategies + Implementing parent document retrieval1449https://www.oreilly.com/library/cover/9781633436268AU/2025-07-17courseyesnohttps://www.oreilly.com/videos/essential-graphrag/9781633436268AU/https://www.oreilly.com/videos/essential-graphrag/9781633436268AU/9781633436268AU-ess_ch4/2026-06-26weekly0.6Chapter 4. Generating Cypher queries from natural language questions: Essential GraphRAGThis chapter covers + The basics of query language generation + Where query language generation fits in the RAG pipeline + Useful practices for query language generation + Implementing a text2cypher retriever using a base model + Specialized (finetuned) LLMs for text2cypher929https://www.oreilly.com/library/cover/9781633436268AU/2025-07-17courseyesnohttps://www.oreilly.com/videos/essential-graphrag/9781633436268AU/https://www.oreilly.com/videos/essential-graphrag/9781633436268AU/9781633436268AU-ess_ch5/2026-06-26weekly0.6Chapter 5. Agentic RAG: Essential GraphRAGThis chapter covers + What agentic RAG is + Why we need agentic RAG + How to implement agentic RAG1153https://www.oreilly.com/library/cover/9781633436268AU/2025-07-17courseyesnohttps://www.oreilly.com/videos/essential-graphrag/9781633436268AU/https://www.oreilly.com/videos/essential-graphrag/9781633436268AU/9781633436268AU-ess_ch6/2026-06-26weekly0.6Chapter 6. Constructing knowledge graphs with LLMs: Essential GraphRAGThis chapter covers + Structured data extraction + Different approaches to extraction1819https://www.oreilly.com/library/cover/9781633436268AU/2025-07-17courseyesnohttps://www.oreilly.com/videos/essential-graphrag/9781633436268AU/https://www.oreilly.com/videos/essential-graphrag/9781633436268AU/9781633436268AU-ess_ch7/2026-06-26weekly0.6Chapter 7. Microsoft’s GraphRAG implementation: Essential GraphRAGThis chapter covers + Introducing Microsoft's GraphRAG + Extracting and summarizing entities and relationships + Calculating and summarizing communities of entities + Implementing global and local search techniques3027https://www.oreilly.com/library/cover/9781633436268AU/2025-07-17courseyesnohttps://www.oreilly.com/videos/essential-graphrag/9781633436268AU/https://www.oreilly.com/videos/essential-graphrag/9781633436268AU/9781633436268AU-ess_ch8/2026-06-26weekly0.6Chapter 8. RAG application evaluation: Essential GraphRAGThis chapter covers + Benchmarking RAG applications and agent capabilities + Designing evaluation datasets + Applying RAGAS metrics: recall, faithfulness, correctness1352https://www.oreilly.com/library/cover/9781633436268AU/2025-07-17courseyesnohttps://www.oreilly.com/videos/essential-graphrag/9781633436268AU/https://www.oreilly.com/videos/essential-graphrag/9781633436268AU/9781633436268AU-ess_appa/2026-06-26weekly0.6Appendix A. The Neo4j environment: Essential GraphRAGAppendix A. The Neo4j environment: Essential GraphRAG591https://www.oreilly.com/library/cover/9781633436268AU/2025-07-17courseyesnohttps://www.oreilly.com/videos/essential-graphrag/9781633436268AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_p1/2026-06-26weekly0.6Part 1. Framework for improving conversational AI: Effective Conversational AIPart 1. Framework for improving conversational AI: Effective Conversational AI87https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch1/2026-06-26weekly0.6Chapter 1. What makes conversational AI work?: Effective Conversational AIThis chapter covers + Identifying and minimizing conversational AI risks + Assessing where generative AI can help you in your conversational AI + Using generative AI safely + Continuously improving your AI and aiming for a defined target2561https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch2/2026-06-26weekly0.6Chapter 2. Building a conversational AI: Effective Conversational AIThis chapter covers + Building an FAQ conversational AI + Building a process-oriented conversational AI + Using generative AI inside of your conversational AI1995https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch3/2026-06-26weekly0.6Chapter 3. Planning for improvement: Effective Conversational AIThis chapter covers + Building a cross-functional team that achieves conversational AI success + Defining success through business goals, key metrics, and user pain points + Analyzing effectiveness using outcomes and metrics to guide improvements + Implementing structured processes for identifying, reporting, triaging, and prioritizing problems3816https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_p2/2026-06-26weekly0.6Part 2. Pattern: AI doesn’t understand: Effective Conversational AIPart 2. Pattern: AI doesn’t understand: Effective Conversational AI77https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch4/2026-06-26weekly0.6Chapter 4. Understanding what your users really want: Effective Conversational AIThis chapter covers + Recognizing indicators of weak understanding + Measuring chatbot understanding + Assessing your chatbot’s current state + Collecting and preparing log data to measure chatbot understanding + Interpreting initial log data3745https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch5/2026-06-26weekly0.6Chapter 5. Improving weak understanding for traditional AI: Effective Conversational AIThis chapter covers + Identifying the types of errors a classifier can make + Establishing a baseline of current classifier performance + Using data science methodologies to identify and prioritize improvements + Infusing your traditional AI with generated content to enhance understanding2457https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch6/2026-06-26weekly0.6Chapter 6. Enhancing responses with retrieval-augmented generation: Effective Conversational AIThis chapter covers + Enhancing chatbot responses without coding intents + Improving weak understanding with RAG + Evaluating the advantage of using RAG over traditional search models + Selecting the proper RAG techniques for your conversational AI + Assessing and improving the performance of RAG in your conversational AI systems4559https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch7/2026-06-26weekly0.6Chapter 7. Augmenting intent data with generative AI: Effective Conversational AIThis chapter covers + Creating new training and testing examples with generative AI + Identifying gaps in your current conversational AI data + Use LLMs to build new intents in your conversational AI2323https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_p3/2026-06-26weekly0.6Part 3. Pattern: AI is too complex: Effective Conversational AIPart 3. Pattern: AI is too complex: Effective Conversational AI62https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch8/2026-06-26weekly0.6Chapter 8. Streamlining complex flows: Effective Conversational AIThis chapter covers + The effect of complexity for end users + The effect of complexity for the business and support teams + How to trade off conversational feel versus complex implementation + How to simplify the user’s journey1636https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch9/2026-06-26weekly0.6Chapter 9. Harnessing context for an adaptive virtual assistant experience: Effective Conversationa…This chapter covers + Applying context appropriately in virtual assistant interactions + Adapting conversational AI for different modalities + Identifying pain points caused by ignoring modality3444https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch10/2026-06-26weekly0.6Chapter 10. Reducing complexity with generative AI: Effective Conversational AIThis chapter covers + Designing and improving process flows with generative AI + Replacing disambiguation dialogue flows with LLM judgments + Testing static dialogue flows with generative AI as the “user”1651https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_p4/2026-06-26weekly0.6Part 4. Pattern: Reduce friction: Effective Conversational AIPart 4. Pattern: Reduce friction: Effective Conversational AI75https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch11/2026-06-26weekly0.6Chapter 11. Reducing opt-outs: Effective Conversational AIThis chapter covers + Identifying the reasons behind a user’s desire for human agents + How to prevent users from immediately wanting to opt out + How to keep users engaged with your conversational AI + Using generative AI to create friendlier dialogue messages + Deciding when to involve a human agent (and when not to)2769https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/9781633436404AU-eff_ch12/2026-06-26weekly0.6Chapter 12. Conversational summarization for smooth handoff: Effective Conversational AIThis chapter covers + Defining elements of an effective conversation summary + Instrumenting your conversational AI to enhance summarization + Summarizing a chat transcript into prose with LLMs + Extracting structured details from a chat transcript with LLMs2021https://www.oreilly.com/library/cover/9781633436404AU/2025-04-23courseyesnohttps://www.oreilly.com/videos/effective-conversational-ai/9781633436404AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_p1/2026-06-26weekly0.6Part 1. Getting started with platform engineering: Effective Platform EngineeringPart 1. Getting started with platform engineering: Effective Platform Engineering120https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_ch1/2026-06-26weekly0.6Chapter 1. What is platform engineering?: Effective Platform EngineeringThis chapter covers + The definition of platform engineering + Deciding when to apply platform engineering + The mental models and core principles of platform engineering + Comparing platform engineering with DevOps, site reliability engineering, and developer experience2647https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_ch2/2026-06-26weekly0.6Chapter 2. Software-defined products and architectures: Effective Platform EngineeringThis chapter covers + Differentiating between stakeholders and customers + Optimizing engineering for the end-to-end lifecycle of the product + Getting product features in front of users early + Architecting for change5536https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_ch3/2026-06-26weekly0.6Chapter 3. Measuring your way to platform engineering success: Effective Platform EngineeringThis chapter covers + Using data and measurements to determine success + Assessing engineering practice and quality over the entire end-to-end delivery lifecycle + Acting on platform product key performance indicators and developer experience effects + Planning for maturing capabilities3282https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_p2/2026-06-26weekly0.6Part 2. Building engineering platforms: Effective Platform EngineeringPart 2. Building engineering platforms: Effective Platform Engineering148https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_ch4/2026-06-26weekly0.6Chapter 4. Governance, compliance, and trust: Effective Platform EngineeringThis chapter covers + Changing how we create governance, compliance, and trust + Separating compliance work from compliance verification + Using architecture to make trust easier to maintain + Making the platform user-identity flexible3618https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_ch5/2026-06-26weekly0.6Chapter 5. Evolutionary observability: Effective Platform EngineeringThis chapter covers + Why observability is critical for both a platform and its users + Providing observability as a service to platform users + Understanding how observability platforms work and when they are needed + Using service level objectives to gain user confidence4180https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_ch6/2026-06-26weekly0.6Chapter 6. Building a software-defined engineering platform: Effective Platform EngineeringThis chapter covers + Starting to build our own example engineering platform + Infrastructure pipeline orchestration practices + Bootstrapping software-defined infrastructure automation + Managing cloud account automation identities and permissions6071https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_ch7/2026-06-26weekly0.6Chapter 7. Platform control plane foundations: Effective Platform EngineeringThis chapter covers + Managing cloud account baseline settings + Defining the transit network layer + Separating customer identity + Deploying the cloud service control plane5236https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_ch8/2026-06-26weekly0.6Chapter 8. Control plane services and extensions: Effective Platform EngineeringThis chapter covers + Reviewing the path to production + Understanding the difference between control plane services and extensions + Adding standard Kubernetes services + Managing control plane extensions4730https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_p3/2026-06-26weekly0.6Part 3. Scaling engineering platforms: Effective Platform EngineeringPart 3. Scaling engineering platforms: Effective Platform Engineering149https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_ch9/2026-06-26weekly0.6Chapter 9. Architecture changes to support scale: Effective Platform EngineeringThis chapter covers + Scaling the control plane roles + Scaling the pipeline orchestration for many clusters + Scaling the orchestration of control plane services and extensions + Using events to increase the scale of automation2305https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_ch10/2026-06-26weekly0.6Chapter 10. Platform product evolution: Effective Platform EngineeringThis chapter covers + Measuring the success of your platform organization + How platforms as products are a differentiation in your platform evolution + Intelligent assistants + Internal developer platforms and products5811https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/9781633436497AU-effe_app/2026-06-26weekly0.6Appendix. Solutions to the exercises: Effective Platform EngineeringAppendix. Solutions to the exercises: Effective Platform Engineering123https://www.oreilly.com/library/cover/9781633436497AU/2025-10-08courseyesnohttps://www.oreilly.com/videos/effective-platform-engineering/9781633436497AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch1/2026-06-26weekly0.6Chapter 1. What is deep learning?: Deep Learning with Python, Third EditionThis chapter covers + High-level definitions of fundamental concepts + A soft introduction to the principles behind machine learning + Deep learning’s rising popularity and future potential2350https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch2/2026-06-26weekly0.6Chapter 2. The mathematical building blocks of neural networks: Deep Learning with Python, Third Ed…This chapter covers + A first example of a neural network + Tensors and tensor operations + How neural networks learn via backpropagation and gradient descent4629https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch3/2026-06-26weekly0.6Chapter 3. Introduction to TensorFlow, PyTorch, JAX, and Keras: Deep Learning with Python, Third Ed…This chapter covers + A closer look at all major deep learning frameworks and their relationships + An overview of how core deep learning concepts translate to code across all frameworks4410https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch4/2026-06-26weekly0.6Chapter 4. Classification and regression: Deep Learning with Python, Third EditionThis chapter covers + Your first examples of real-world machine learning workflows + Handling binary and categorical classification problems + Handling continuous regression problems2598https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch5/2026-06-26weekly0.6Chapter 5. Fundamentals of machine learning: Deep Learning with Python, Third EditionThis chapter covers + Understanding the tension between generalization and optimization, the fundamental issue in machine learning + Evaluation methods for machine learning models + Best practices to improve model fitting + Best practices to achieve better generalization3422https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch6/2026-06-26weekly0.6Chapter 6. The universal workflow of machine learning: Deep Learning with Python, Third EditionThis chapter covers + Framing a machine learning problem + Developing a working model + Deploying your model in production and maintaining it2929https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch7/2026-06-26weekly0.6Chapter 7. A deep dive on Keras: Deep Learning with Python, Third EditionThis chapter covers + The different ways to create Keras models: the Sequential class, the Functional API, and model subclassing + How to use the built-in Keras training and evaluation loops, including how to use custom metrics and custom losses + Using Keras callbacks to further customize how training proceeds + Using TensorBoard for monitoring your training and evaluation metrics over time + How to write your own training and evaluation loops from scratch2761https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch8/2026-06-26weekly0.6Chapter 8. Image classification: Deep Learning with Python, Third EditionThis chapter covers + Understanding convolutional neural networks (ConvNets) + Using data augmentation to mitigate overfitting + Using a pretrained ConvNet for feature extraction + Fine-tuning a pretrained ConvNet3477https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch9/2026-06-26weekly0.6Chapter 9. ConvNet architecture patterns: Deep Learning with Python, Third EditionThis chapter covers + The modularity-hierarchy-reuse formula for model architecture + An overview of standard best practices for building ConvNets: residual connections, batch normalization, and depthwise separable convolutions + Ongoing design trends for computer vision models1664https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch10/2026-06-26weekly0.6Chapter 10. Interpreting what ConvNets learn: Deep Learning with Python, Third EditionThis chapter covers + Interpreting how ConvNets decompose an input image + Visualizing the filters learned by ConvNets + Visualizing areas in an image responsible for a certain classification decision1565https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch11/2026-06-26weekly0.6Chapter 11. Image segmentation: Deep Learning with Python, Third EditionThis chapter covers + The different branches of computer vision: image classification, image segmentation, and object detection + Building a segmentation model from scratch + Using the pretrained Segment Anything Model1378https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch12/2026-06-26weekly0.6Chapter 12. Object detection: Deep Learning with Python, Third EditionThis chapter covers + Understanding the object detection problem + Two-stage and single-stage object detectors + Training a simple single-stage detector from scratch + Using a pretrained object detector1653https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch13/2026-06-26weekly0.6Chapter 13. Timeseries forecasting: Deep Learning with Python, Third EditionThis chapter covers + An overview of machine learning for timeseries + Understanding recurrent neural networks (RNNs) + Applying RNNs to a temperature forecasting example3059https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch14/2026-06-26weekly0.6Chapter 14. Text classification: Deep Learning with Python, Third EditionThis chapter covers + An introduction to the field of natural language processing (NLP) + Preprocessing text input into numeric input + Building simple text classification models3968https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch15/2026-06-26weekly0.6Chapter 15. Language models and the Transformer: Deep Learning with Python, Third EditionThis chapter covers + How to generate text with a deep learning model + Training a model to translate from English to Spanish + The Transformer, a powerful architecture for text modeling problems4308https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch16/2026-06-26weekly0.6Chapter 16. Text generation: Deep Learning with Python, Third EditionThis chapter covers + A brief history of generative modeling + Training a miniature GPT model from scratch + Using a pretrained Transformer model to build a chatbot + Building a multimodal model that can describe images in natural language4248https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch17/2026-06-26weekly0.6Chapter 17. Image generation: Deep Learning with Python, Third EditionThis chapter covers + Variational autoencoders + Diffusion models + Using a pretrained text-to-image model + Exploring the latent image spaces learned by text-to-image models2308https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch18/2026-06-26weekly0.6Chapter 18. Best practices for the real world: Deep Learning with Python, Third EditionThis chapter covers + Hyperparameter tuning + Model ensembling + Training Keras models on multiple GPUs or on TPU + Mixed-precision training + Quantization3006https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch19/2026-06-26weekly0.6Chapter 19. The future of AI: Deep Learning with Python, Third EditionThis chapter covers + The limitations of deep learning + The nature of intelligence + What’s missing from current approaches + What the future might look like4648https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/deep-learning-with/9781633436589AU/9781633436589AU-dplr_ch20/2026-06-26weekly0.6Chapter 20. Conclusions: Deep Learning with Python, Third EditionChapter 20. Conclusions: Deep Learning with Python, Third Edition1962https://www.oreilly.com/library/cover/9781633436589AU/2025-09-24courseyesnohttps://www.oreilly.com/videos/deep-learning-with/9781633436589AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_p1/2026-06-26weekly0.6Part 1. FinTech and the Automated Clearing House: Build Financial Software with Generative AI (From…Part 1. FinTech and the Automated Clearing House: Build Financial Software with Generative AI (From…43https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch1/2026-06-26weekly0.6Chapter 1. Exploring FinTech and generative AI: Build Financial Software with Generative AI (From S…This chapter covers + A brief introduction to FinTech + What the ACH is and why it is important + How to use full stack development to build an ACH dashboard + The benefits and pitfalls of generative AI3120https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch2/2026-06-26weekly0.6Chapter 2. Parsing payments: Build Financial Software with Generative AI (From Scratch)This chapter covers + Working with generative AI to parse an ACH file + Unit testing in Python + Agile concepts3464https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_p2/2026-06-26weekly0.6Part 2. A path to the minimum viable product: Build Financial Software with Generative AI (From Scr…Part 2. A path to the minimum viable product: Build Financial Software with Generative AI (From Scr…87https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch3/2026-06-26weekly0.6Chapter 3. Getting started with Docker: Build Financial Software with Generative AI (From Scratch)This chapter covers + Creating containers for our project components using Docker and Docker Compose + Optimizing Docker containers and images for enhanced security and maintenance + Implementing general Docker maintenance to ensure our containers and images do not eat up disk space + Using health checks to ensure the system is up and running3605https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch4/2026-06-26weekly0.6Chapter 4. APIs: The piping between our components: Build Financial Software with Generative AI (Fr…This chapter covers + An introduction to the FastAPI framework + Documenting APIs using the OpenAPI standard + Testing our APIs using Postman and Locust + API management with WSO23317https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch5/2026-06-26weekly0.6Chapter 5. Storing our ACH files: Build Financial Software with Generative AI (From Scratch)This chapter covers + Creating tables within our PostgreSQL database + Designing a relational database capable of storing ACH files + Using Python and Pydantic to validate ACH records and store them in our database + Ensuring that our records are parsed and stored correctly by implementing unit testing with pytest3674https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch6/2026-06-26weekly0.6Chapter 6. Taking the next step with Next.js: Build Financial Software with Generative AI (From Scr…This chapter covers + Using Next.js to build a dashboard + Using Material UI components + Using WireMock to help stub our API calls2569https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch7/2026-06-26weekly0.6Chapter 7. Our minimum viable product: Build Financial Software with Generative AI (From Scratch)This chapter covers + The purpose of minimum viable product (MVP) + Putting everything together into an MVP + Security concerns + Testing with Playwright3411https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_p3/2026-06-26weekly0.6Part 3. Beyond the minimum viable product: Build Financial Software with Generative AI (From Scratc…Part 3. Beyond the minimum viable product: Build Financial Software with Generative AI (From Scratc…80https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch8/2026-06-26weekly0.6Chapter 8. Exceptions: Build Financial Software with Generative AI (From Scratch)This chapter covers + Initial feedback from the MVP + Planning and addressing user requests + Identifying different types of exceptions + Updating the dashboard + Ensuring our UI is responsive3844https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch9/2026-06-26weekly0.6Chapter 9. Searching and auditing: Build Financial Software with Generative AI (From Scratch)This chapter covers + Another iteration on our ACH dashboard + Adding searching capabilities for ACH transactions + Auditing of user actions2324https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch10/2026-06-26weekly0.6Chapter 10. Company information: Build Financial Software with Generative AI (From Scratch)This chapter covers + Adding functionality to support a company dashboard + Adding a Company Information component + Adding a Recent ACH Batches component + Adding an Expected Files component + Adding a Company Limits component3329https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch11/2026-06-26weekly0.6Chapter 11. International ACH transactions and OFAC scanning: Build Financial Software with Generat…This chapter covers + IAT batches + Enhancing the project to process IAT batches + The OFAC list + Scanning ACH files to stay in compliance2927https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-financial-software/9781633436626AU/9781633436626AU-gen_ch12/2026-06-26weekly0.6Chapter 12. Where to go from here: Build Financial Software with Generative AI (From Scratch)This chapter covers + Expanding the dashboard + Enhancing our ACH processing + Diving further into FinTech1515https://www.oreilly.com/library/cover/9781633436626AU/2025-04-15courseyesnohttps://www.oreilly.com/videos/build-financial-software/9781633436626AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch1/2026-06-26weekly0.6Chapter 1. Introducing website creation with ChatGPT: Build a Website with ChatGPTThis chapter covers + Introducing ChatGPT + Understanding what kinds of web pages you can create with the help of ChatGPT + Getting to know the limitations of making web pages with ChatGPT + Learning how ChatGPT enables you to create your own web pages1386https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch2/2026-06-26weekly0.6Chapter 2. Creating and deploying your first web page: Build a Website with ChatGPTThis chapter covers + Understanding the process of creating and deploying a web page + Using a ChatGPT prompt to generate a complete web page + Copying the generated web page code + Saving the code to an HTML file + Getting your web page file on the web1127https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch3/2026-06-26weekly0.6Chapter 3. Working with fonts, colors, and headings: Build a Website with ChatGPTThis chapter covers + Understanding the role of fonts in web page design + Creating a color scheme for your page + Making a page easier to read with headings + Prompting ChatGPT to build a personal home page + Examining and customizing the ChatGPT code1362https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch4/2026-06-26weekly0.6Chapter 4. Adding structure to a page: Build a Website with ChatGPTThis chapter covers + The role of the page header and footer + Inserting an image into a web page + Adding links to social media sites + Prompting ChatGPT to build a book club page + Examining and customizing the ChatGPT web page code1527https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch5/2026-06-26weekly0.6Chapter 5. Publishing page posts: Build a Website with ChatGPTThis chapter covers + Collaborating with ChatGPT to publish posts as accordions + Generating new images using DALL-E + Prompting ChatGPT to build an online journal page + Examining and customizing the ChatGPT web page code1310https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch6/2026-06-26weekly0.6Chapter 6. Adding links and navigation: Build a Website with ChatGPTThis chapter covers + Creating links to other sites and pages + Creating a navigation bar for your site + Asking ChatGPT to help you design your pages + Prompting ChatGPT to build an information website for an organization + Examining and customizing ChatGPT’s web page code1187https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch7/2026-06-26weekly0.6Chapter 7. Creating site content: Build a Website with ChatGPTThis chapter covers + Collaborating with ChatGPT to create and edit content + Getting ChatGPT to write in your own style + Getting AI help to edit your writing + Adding a hero image + Prompting ChatGPT to build a page for an interest or hobby + Examining and customizing the ChatGPT web page code1577https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch8/2026-06-26weekly0.6Chapter 8. Generating site forms: Build a Website with ChatGPTThis chapter covers + Dealing with text boxes and text areas + Working with check boxes and radio buttons + Adding selection lists and buttons to a form + Using the free Getform service to have form data sent to you + Crafting a ChatGPT prompt for building an event sign-up page + Examining and customizing the ChatGPT- generated code1767https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch9/2026-06-26weekly0.6Chapter 9. Adding lists to your pages: Build a Website with ChatGPTThis chapter covers + Prompting ChatGPT to build a bulleted list + Asking ChatGPT to generate a numbered list + Customizing your lists + Crafting a ChatGPT prompt for building a recipe page + Examining and customizing the ChatGPT-generated code1336https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch10/2026-06-26weekly0.6Chapter 10. Setting up a photo gallery: Build a Website with ChatGPTThis chapter covers + Using images on a web page + Working with thumbnail versions of images + Displaying images in a lightbox + Laying out a page using Flexbox + Crafting a ChatGPT prompt for building a photo gallery page + Examining and customizing the ChatGPT-generated code1686https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch11/2026-06-26weekly0.6Chapter 11. Creating a portfolio page: Build a Website with ChatGPTThis chapter covers + Building user interface cards + Adding a drop-shadow effect + Rounding card corners + Making the page responsive + Crafting a ChatGPT prompt for building a portfolio page + Examining and customizing the ChatGPT-generated code1289https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch12/2026-06-26weekly0.6Chapter 12. Building an article page: Build a Website with ChatGPTThis chapter covers + The structure of an article page + Laying out the page using CSS Grid + Making the article look good on smartphone screens + Crafting a ChatGPT prompt for building an article page + Examining and customizing the ChatGPT-generated code2049https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_ch13/2026-06-26weekly0.6Chapter 13. Coding an interactive course catalog: Build a Website with ChatGPTThis chapter covers + Getting Excel data ready to use on the web + Learning about the JSON data format + Using ChatGPT to convert Excel data to JSON + Using JSON data to make a web page interactive + Crafting a ChatGPT prompt to a course catalog page + Examining and customizing the ChatGPT-generated code1641https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_appa/2026-06-26weekly0.6Appendix A. Getting ready to build web pages with ChatGPT: Build a Website with ChatGPTAppendix A. Getting ready to build web pages with ChatGPT: Build a Website with ChatGPT1118https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_appb/2026-06-26weekly0.6Appendix B. Deploying your site: Build a Website with ChatGPTAppendix B. Deploying your site: Build a Website with ChatGPT1054https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-website/9781633436961AU/9781633436961AU-chat_appc/2026-06-26weekly0.6Appendix C. Learning a few ChatGPT best practices: Build a Website with ChatGPTAppendix C. Learning a few ChatGPT best practices: Build a Website with ChatGPT889https://www.oreilly.com/library/cover/9781633436961AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/build-a-website/9781633436961AU/https://www.oreilly.com/videos/build-a-large/9781633437166AU/9781633437166AU-bll_ch1/2026-06-26weekly0.6Chapter 1. Understanding large language models: Build a Large Language Model (From Scratch)This chapter covers + High-level explanations of the fundamental concepts behind large language models (LLMs) + Insights into the transformer architecture from which LLMs are derived + A plan for building an LLM from scratch2054https://www.oreilly.com/library/cover/9781633437166AU/2024-09-11courseyesnohttps://www.oreilly.com/videos/build-a-large/9781633437166AU/https://www.oreilly.com/videos/build-a-large/9781633437166AU/9781633437166AU-bll_ch2/2026-06-26weekly0.6Chapter 2. Working with text data: Build a Large Language Model (From Scratch)This chapter covers + Preparing text for large language model training + Splitting text into word and subword tokens + Byte pair encoding as a more advanced way of tokenizing text + Sampling training examples with a sliding window approach + Converting tokens into vectors that feed into a large language model2984https://www.oreilly.com/library/cover/9781633437166AU/2024-09-11courseyesnohttps://www.oreilly.com/videos/build-a-large/9781633437166AU/https://www.oreilly.com/videos/build-a-large/9781633437166AU/9781633437166AU-bll_ch3/2026-06-26weekly0.6Chapter 3. Coding attention mechanisms: Build a Large Language Model (From Scratch)This chapter covers + The reasons for using attention mechanisms in neural networks + A basic self-attention framework, progressing to an enhanced self-attention mechanism + A causal attention module that allows LLMs to generate one token at a time + Masking randomly selected attention weights with dropout to reduce overfitting + Stacking multiple causal attention modules into a multi-head attention module3997https://www.oreilly.com/library/cover/9781633437166AU/2024-09-11courseyesnohttps://www.oreilly.com/videos/build-a-large/9781633437166AU/https://www.oreilly.com/videos/build-a-large/9781633437166AU/9781633437166AU-bll_ch4/2026-06-26weekly0.6Chapter 4. Implementing a GPT model from scratch to generate text: Build a Large Language Model (Fr…This chapter covers + Coding a GPT-like large language model (LLM) that can be trained to generate human-like text + Normalizing layer activations to stabilize neural network training + Adding shortcut connections in deep neural networks + Implementing transformer blocks to create GPT models of various sizes + Computing the number of parameters and storage requirements of GPT models3408https://www.oreilly.com/library/cover/9781633437166AU/2024-09-11courseyesnohttps://www.oreilly.com/videos/build-a-large/9781633437166AU/https://www.oreilly.com/videos/build-a-large/9781633437166AU/9781633437166AU-bll_ch5/2026-06-26weekly0.6Chapter 5. Pretraining on unlabeled data: Build a Large Language Model (From Scratch)This chapter covers + Computing the training and validation set losses to assess the quality of LLM-generated text during training + Implementing a training function and pretraining the LLM + Saving and loading model weights to continue training an LLM + Loading pretrained weights from OpenAI3687https://www.oreilly.com/library/cover/9781633437166AU/2024-09-11courseyesnohttps://www.oreilly.com/videos/build-a-large/9781633437166AU/https://www.oreilly.com/videos/build-a-large/9781633437166AU/9781633437166AU-bll_ch6/2026-06-26weekly0.6Chapter 6. Fine-tuning for classification: Build a Large Language Model (From Scratch)This chapter covers + Introducing different LLM fine-tuning approaches + Preparing a dataset for text classification + Modifying a pretrained LLM for fine-tuning + Fine-tuning an LLM to identify spam messages + Evaluating the accuracy of a fine-tuned LLM classifier + Using a fine-tuned LLM to classify new data2388https://www.oreilly.com/library/cover/9781633437166AU/2024-09-11courseyesnohttps://www.oreilly.com/videos/build-a-large/9781633437166AU/https://www.oreilly.com/videos/build-a-large/9781633437166AU/9781633437166AU-bll_ch7/2026-06-26weekly0.6Chapter 7. Fine-tuning to follow instructions: Build a Large Language Model (From Scratch)This chapter covers + The instruction fine-tuning process of LLMs + Preparing a dataset for supervised instruction fine-tuning + Organizing instruction data in training batches + Loading a pretrained LLM and fine-tuning it to follow human instructions + Extracting LLM-generated instruction responses for evaluation + Evaluating an instruction-fine-tuned LLM3490https://www.oreilly.com/library/cover/9781633437166AU/2024-09-11courseyesnohttps://www.oreilly.com/videos/build-a-large/9781633437166AU/https://www.oreilly.com/videos/build-a-large/9781633437166AU/9781633437166AU-bll_appa/2026-06-26weekly0.6Appendix A Introduction to PyTorch: Build a Large Language Model (From Scratch)Appendix A Introduction to PyTorch: Build a Large Language Model (From Scratch)4111https://www.oreilly.com/library/cover/9781633437166AU/2024-09-11courseyesnohttps://www.oreilly.com/videos/build-a-large/9781633437166AU/https://www.oreilly.com/videos/build-a-large/9781633437166AU/9781633437166AU-bll_appd/2026-06-26weekly0.6Appendix D Adding bells and whistles to the training loop: Build a Large Language Model (From Scrat…Appendix D Adding bells and whistles to the training loop: Build a Large Language Model (From Scrat…542https://www.oreilly.com/library/cover/9781633437166AU/2024-09-11courseyesnohttps://www.oreilly.com/videos/build-a-large/9781633437166AU/https://www.oreilly.com/videos/build-a-large/9781633437166AU/9781633437166AU-bll_appe/2026-06-26weekly0.6Appendix E Parameter-efficient fine-tuning with LoRA: Build a Large Language Model (From Scratch)Appendix E Parameter-efficient fine-tuning with LoRA: Build a Large Language Model (From Scratch)925https://www.oreilly.com/library/cover/9781633437166AU/2024-09-11courseyesnohttps://www.oreilly.com/videos/build-a-large/9781633437166AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_p1/2026-06-26weekly0.6Part 1. Introduction to contract testing: Contract Testing in ActionPart 1. Introduction to contract testing: Contract Testing in Action126https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch1/2026-06-26weekly0.6Chapter 1. Introduction to contract testing: Contract Testing in ActionThis chapter covers + What this book is about and why it’s important + A high-level overview of contract testing + Why you should care about contract testing + When contract testing is appropriate to use and not use + How contract testing works on a high level + Contract testing in action1459https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch2/2026-06-26weekly0.6Chapter 2. How contract testing fits into wider testing concepts: Contract Testing in ActionThis chapter covers + Contract testing and other testing types + Whether contract testing can replace other types of tests + Benefits of contract testing + Introducing contract testing to your teams + Challenges with contract testing + Practical guidance on introducing contract testing to projects2985https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch3/2026-06-26weekly0.6Chapter 3. A technical overview of contract testing: Contract Testing in ActionThis chapter covers + Defining consumers, providers, contracts, and contract brokers + Contract testing life cycle + Contract testing tools + Contract testing approaches + Communication types supported by contract testing2278https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_p2/2026-06-26weekly0.6Part 2. Consumer-driven contract testing: Contract Testing in ActionPart 2. Consumer-driven contract testing: Contract Testing in Action121https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch4/2026-06-26weekly0.6Chapter 4. Implementing consumer-driven contract testing for web applications: Contract Testing in …This chapter covers + Guidelines in writing consumer contract tests + Contract testing tooling setup for the consumer + Writing consumer contract tests between a web application and data provider + Publishing contracts to a Pact Broker2324https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch5/2026-06-26weekly0.6Chapter 5. Implementing consumer-driven contract testing for mobile clients: Contract Testing in Ac…This chapter covers + Pact consumer setup for Android apps + Android consumer test implementation + Android consumer contract generation1534https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch6/2026-06-26weekly0.6Chapter 6. Implementing consumer-driven provider contract tests: Contract Testing in ActionThis chapter covers + Guidelines in writing consumer-driven provider contract tests + Contract testing tooling setup for the provider + Provider contract tests between a web application and a data provider + Provider contract tests between a mobile app and a data provider1618https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch7/2026-06-26weekly0.6Chapter 7. Contract testing for GraphQL: Contract Testing in ActionThis chapter covers + A brief introduction to GraphQL + GraphQL application overview + Consumer contract tests between a consumer and GraphQL layer + Provider contract tests between a consumer and GraphQL layer1549https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch8/2026-06-26weekly0.6Chapter 8. Contract testing for event-driven architecture: Contract Testing in ActionThis chapter covers + Introduction to asynchronous API testing + Pact consumer message setup with Kafka + Kafka consumer implementation + Event handler consumer test implementation + Event consumer contract generation + Kafka producer implementation + Event producer test implementation1370https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch9/2026-06-26weekly0.6Chapter 9. Storing, hosting, and securing the contracts: Contract Testing in ActionThis chapter covers + Why we need Pact Broker + Pact Broker core features + Pact Broker options + Software as a service Pact Broker (PactFlow) + Self-hosted Pact Broker + Software as a service versus self-hosted Pact Broker1828https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch10/2026-06-26weekly0.6Chapter 10. Setting up contract testing in a CI/CD pipeline: Contract Testing in ActionThis chapter covers + Basic continuous integration/continuous delivery setup + Advanced features to improve the continuous integration/continuous delivery setup + Webhooks configuration and setup2370https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_p3/2026-06-26weekly0.6Part 3. Provider-driven contract testing: Contract Testing in ActionPart 3. Provider-driven contract testing: Contract Testing in Action69https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch11/2026-06-26weekly0.6Chapter 11. Implementing provider-driven contract testing: Contract Testing in ActionThis chapter covers + Introduction to provider-driven contract testing + Implementing consumer test adapters + Implementing provider tests with API testing tools1574https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_ch12/2026-06-26weekly0.6Chapter 12. Moving integration tests to contract tests: Contract Testing in ActionThis chapter covers + When to use integration tests over contract tests + Identifying suitable integration tests to migrate into contract tests + Refactoring integration tests to contract tests + Refactoring end-to-end tests to contract tests981https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/contract-testing-in/9781633437241AU/9781633437241AU-con_appa/2026-06-26weekly0.6Appendix A. Tool comparisons: Contract Testing in ActionAppendix A. Tool comparisons: Contract Testing in Action619https://www.oreilly.com/library/cover/9781633437241AU/2025-01-14courseyesnohttps://www.oreilly.com/videos/contract-testing-in/9781633437241AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch1/2026-06-26weekly0.6Chapter 1. An introduction to DuckDB: DuckDB in ActionThis chapter covers + Why DuckDB, a single node in-memory database, emerged in the era of big data + DuckDB’s capabilities + How DuckDB works and fits into your data pipeline1452https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch2/2026-06-26weekly0.6Chapter 2. Getting started with DuckDB: DuckDB in ActionThis chapter covers + Installing and learning how to use the DuckDB command-line interface + Executing commands in the DuckDB CLI + Querying remote files922https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch3/2026-06-26weekly0.6Chapter 3. Executing SQL queries: DuckDB in ActionThis chapter covers + The different categories of SQL statements and their fundamental structure + Creating tables and structures for ingesting a real-world dataset + Laying the fundamentals for analyzing a huge dataset in detail + Exploring DuckDB-specific extensions to SQL4037https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch4/2026-06-26weekly0.6Chapter 4. Advanced aggregation and analysis of data: DuckDB in ActionThis chapter covers + Preparing, cleaning and aggregating data while ingesting + Using window functions to create new aggregates over different partitions of any dataset + Understanding the different types of subqueries + Using common table expressions + Applying filters to any aggregate3446https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch5/2026-06-26weekly0.6Chapter 5. Exploring data without persistence: DuckDB in ActionThis chapter covers + Converting CSV files to Parquet files + Auto-inferring file type and data schema + Creating views to simplify the querying of nested JSON documents + Exploring the metadata of Parquet files + Querying other databases, such as SQLite2621https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch6/2026-06-26weekly0.6Chapter 6. Integrating with the Python ecosystem: DuckDB in ActionThis chapter covers + The differences between DuckDB’s implementation of Python DB-API 2.0 and the DuckDB relational API + Ingesting data from pandas DataFrames, Apache Arrow tables, and more via the Python API + Querying pandas DataFrames with DuckDB methods + Exporting data to various DataFrames formats and Apache Arrow Tables + Using DuckDB’s relational API to compose queries2499https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch7/2026-06-26weekly0.6Chapter 7. DuckDB in the cloud with MotherDuck: DuckDB in ActionThis chapter covers + The idea behind MotherDuck + Understanding how the architecture works under the hood + Use cases for serverless SQL analytics + Creating, managing, and sharing MotherDuck databases + Tips for optimizing your MotherDuck usage2030https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch8/2026-06-26weekly0.6Chapter 8. Building data pipelines with DuckDB: DuckDB in ActionThis chapter covers + The meaning and relevance of data pipelines + What roles DuckDB can have as part of a pipeline + How DuckDB integrates with tools like the Python-based data load tool for ingestion and the data build tool from dbt Labs for transformation + Orchestrating pipelines with Dagster2498https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch9/2026-06-26weekly0.6Chapter 9. Building and deploying data apps: DuckDB in ActionThis chapter covers + Building an interactive web application with Streamlit + Deploying Streamlit applications with Streamlit Community Cloud + Rendering interactive charts with Plot.ly + Creating a dashboard for business intelligence with Apache Superset + Creating charts from a custom SQL query with Apache Superset2086https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch10/2026-06-26weekly0.6Chapter 10. Performance considerations for large datasets: DuckDB in ActionThis chapter covers + Preparing large volumes of data to be imported into DuckDB + Querying metadata and running exploratory data analysis (EDA) queries on large datasets + Exporting full databases concurrently to Parquet + Using aggregations on multiple columns to speed up statistical analysis + Using EXPLAIN and EXPLAIN ANALYZE to understand query plans3172https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_ch11/2026-06-26weekly0.6Chapter 11. Conclusion: DuckDB in ActionChapter 11. Conclusion: DuckDB in Action457https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/9781633437258AU-duck_app/2026-06-26weekly0.6Appendix: Client APIs for DuckDB: DuckDB in ActionThis appendix covers + Alternative client APIs for DuckDB + When and where those APIs are useful + A word on concurrency + How to ingest large amounts of data through client APIs + A showcase of the Java Database Connectivity integration1651https://www.oreilly.com/library/cover/9781633437258AU/2024-08-21courseyesnohttps://www.oreilly.com/videos/duckdb-in-action/9781633437258AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch1/2026-06-26weekly0.6Chapter 1. Understanding TypeScript: Essential TypeScript 5, Third EditionThis chapter covers + Understanding the TypeScript developer features + Deciding when to use TypeScript in a project + Recognizing the limitations of TypeScript + Understanding the contents of this book + Reporting errors in this book + Contacting the author965https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch2/2026-06-26weekly0.6Chapter 2. Your first TypeScript application: Essential TypeScript 5, Third EditionThis chapter covers + Preparing the tools required for TypeScript development + Creating and configuring a TypeScript project + Using the TypeScript compiler to generate pure JavaScript code + Executing pure JavaScript code using the Node.js runtime + Preparing a TypeScript project for use with ECMAScript modules + Installing and using a third-party JavaScript package + Using type declarations for a third-party JavaScript package2562https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch3/2026-06-26weekly0.6Chapter 3. JavaScript primer, part 1: Essential TypeScript 5, Third EditionThis chapter covers + Using the JavaScript types + Coercing JavaScript types + Defining and using JavaScript functions and arrays + Creating and implementing JavaScript objects + Understanding the this keyword2845https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch4/2026-06-26weekly0.6Chapter 4. JavaScript primer, part 2: Essential TypeScript 5, Third EditionThis chapter covers + Working with JavaScript object prototypes + Defining JavaScript classes + Generating and consuming sequences + Using JavaScript collections + Creating and using JavaScript modules2168https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch5/2026-06-26weekly0.6Chapter 5. Using the TypeScript compiler: Essential TypeScript 5, Third EditionThis chapter covers + Installing the TypeScript package using the Node Package Manager + Creating a configuration file for the TypeScript compiler + Using the TypeScript compiler to generate Java Script code + Choosing the version of the JavaScript lan guage targeted by the TypeScript compiler + Selecting the JavaScript module format used by the TypeScript compiler2296https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch6/2026-06-26weekly0.6Chapter 6. Testing and debugging TypeScript: Essential TypeScript 5, Third EditionThis chapter covers + Debugging TypeScript code using Visual Studio Code and the Node.js debugger + Using a linter to find problems in code the com piler won’t detect + Writing and executing unit tests on TypeScript code1493https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch7/2026-06-26weekly0.6Chapter 7. Understanding static types: Essential TypeScript 5, Third EditionThis chapter covers + Restricting the range of types that can be as signed to variables or used in operations + Relying on the compiler to infer types + Using any, never, and unknown types to broaden or restrict the range of values + Creating type unions that combine multiple types + Using type assertions and type guards to narrow types + Controlling how the JavaScript null and undefined values can be used2258https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch8/2026-06-26weekly0.6Chapter 8. Using functions: Essential TypeScript 5, Third EditionThis chapter covers + Defining functions with static data types for the parameters and results + Working with optional function parameters + Defining function parameters with default values + Using rest parameters to capture multiple argument values + Overloading function types + Using assert functions as type guards1585https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch9/2026-06-26weekly0.6Chapter 9. Using arrays, tuples, and enums: Essential TypeScript 5, Third EditionThis chapter covers + Restricting the types that an array can store + Creating fixed-length arrays using tuples + Using enums to group related values + Using literal value types to specify a fixed set of acceptable values + Creating a type alias to simplify working with complex type definitions2128https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch10/2026-06-26weekly0.6Chapter 10. Working with objects: Essential TypeScript 5, Third EditionThis chapter covers + Using shape types to describe objects + Making shape types easier to use with aliases + Creating unions of shape types + Guarding shape types + Creating and using type intersections1912https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch11/2026-06-26weekly0.6Chapter 11. Working with classes and interfaces: Essential TypeScript 5, Third EditionThis chapter covers + Working with types for constructor functions + Defining classes with type annotations + Restricting access to class members with access controls + Simplifying classes by using the concise constructor syntax + Creating properties that can only be modified in the class constructor + Using accessors and auto-accessors + Understanding class inheritance + Using interfaces and abstract classes + Dynamically creating properties with index signatures2222https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch12/2026-06-26weekly0.6Chapter 12. Using generic types: Essential TypeScript 5, Third EditionThis chapter covers + Using generic type parameters as type placeholders + Instantiating classes with generic type arguments + Constraining generic type parameters + Guarding generic types with predicate functions + Defining interfaces with generic type parameters1793https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch13/2026-06-26weekly0.6Chapter 13. Advanced generic types: Essential TypeScript 5, Third EditionThis chapter covers + Using the JavaScript collection types with generic type parameters + Iterating over type-safe collections + Creating collection keys with index types + Transforming types with mappings + Using the built-in type mappings + Selecting generic types with conditional type expressions2472https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch14/2026-06-26weekly0.6Chapter 14. Using decorators: Essential TypeScript 5, Third EditionThis chapter covers + Defining and applying decorators + Decorating classes, methods, properties, accessors, and auto-accessors + Using decorator context data + Creating decorators with a factory function + Accumulating state data in decorators2116https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch15/2026-06-26weekly0.6Chapter 15. Working with JavaScript: Essential TypeScript 5, Third EditionThis chapter covers + Adding pure JavaScript code to a TypeScript project + Providing type definitions for JavaScript code + Enabling type checking for JavaScript code + Defining types for third-party packages + Using publicly available type definitions + Generating type declarations for use in other projects1951https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch16/2026-06-26weekly0.6Chapter 16. Creating a stand-alone web app, part 1: Essential TypeScript 5, Third EditionThis chapter covers + Setting up a bundler to create files that can be efficiently delivered to browsers + Setting up the TypeScript compiler for the JSX workflow + Using JSX files to combine HTML markup and TypeScript code + Starting a simple web application without using a web application framework2413https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch17/2026-06-26weekly0.6Chapter 17. Creating a stand-alone web app, part 2: Essential TypeScript 5, Third EditionThis chapter covers + Creating and consuming a web service + Completing the basic application features + Creating a deployment server and persistent data storage + Deploying the application in a container1305https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch18/2026-06-26weekly0.6Chapter 18. Creating an Angular app, part 1: Essential TypeScript 5, Third EditionThis chapter covers + Creating and configuring an Angular project + Understanding the Angular TypeScript configuration + Building a data model for the Angular application + Creating Angular components for basic application features + Configuring the Angular application1558https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch19/2026-06-26weekly0.6Chapter 19. Creating an Angular app, part 2: Essential TypeScript 5, Third EditionThis chapter covers + Adding support for Angular URL routing + Creating a deployment server and persistent data storage + Deploying the application in a container949https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch20/2026-06-26weekly0.6Chapter 20. Creating a React app: Essential TypeScript 5, Third EditionThis chapter covers + Building a React project + Setting up React components using the JSX format + Creating class-based and function-based components + Putting together a data store that stores local data and consumes an HTTP API1581https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/9781633437319AU-esse_ch21/2026-06-26weekly0.6Chapter 21. Creating a React app, part 2: Essential TypeScript 5, Third EditionThis chapter covers + Using the current URL to select components + Consuming the orders web service + Creating a deployment server and persistent data storage + Deploying the application in a container1040https://www.oreilly.com/library/cover/9781633437319AU/2023-12-04courseyesnohttps://www.oreilly.com/videos/essential-typescript-5/9781633437319AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_p1/2026-06-26weekly0.6Part 1. Reviewing the fundamentals: CSS in Depth, Second EditionPart 1. Reviewing the fundamentals: CSS in Depth, Second Edition29https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch1/2026-06-26weekly0.6Chapter 1. Cascade, specificity, and inheritance: CSS in Depth, Second EditionThis chapter covers + The six criteria that make up the cascade + The difference between the cascade and inheritance + How to control which styles apply to which elements + Common misunderstandings about shorthand declarations + Working with new and upcoming CSS features3438https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch2/2026-06-26weekly0.6Chapter 2. Working with relative units: CSS in Depth, Second EditionThis chapter covers + The versatility of relative units + How to use ems and rems, without letting them drive you mad + Using viewport-relative units + An introduction to custom properties3166https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch3/2026-06-26weekly0.6Chapter 3. Document flow and the box model: CSS in Depth, Second EditionThis chapter covers + General tips for building a page layout + Practical advice for element sizing + An introduction to logical properties + Negative margins and margin collapsing + Consistent spacing of components on the page2765https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_p2/2026-06-26weekly0.6Part 2. Mastering layout: CSS in Depth, Second EditionPart 2. Mastering layout: CSS in Depth, Second Edition37https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch4/2026-06-26weekly0.6Chapter 4. Flexbox: CSS in Depth, Second EditionThis chapter covers + Laying out elements of a page using flexbox + Flex containers and flex items + Main axis and cross axis + Element sizing in flexbox + Element alignment in flexbox2199https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch5/2026-06-26weekly0.6Chapter 5. Grid layout: CSS in Depth, Second EditionThis chapter covers + Using grid to build page layouts + Understanding grid layout options + Placing items using grid lines and named grid areas + Explicit and implicit grid + Using flexbox and grid together to build a cohesive web page layout2503https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch6/2026-06-26weekly0.6Chapter 6. Positioning and stacking contexts: CSS in Depth, Second EditionThis chapter covers + The types of element positioning: fixed, relative, absolute, and sticky + Building modal dialogs and dropdown menus + Understanding z-index and stacking contexts + Drawing a simple triangle with CSS2274https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch7/2026-06-26weekly0.6Chapter 7. Responsive design: CSS in Depth, Second EditionThis chapter covers + Building web pages for multiple devices and screen sizes + Using media queries to alter your design based on viewport size + Taking a mobile-first approach when styling a page + Using responsive images2738https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_p3/2026-06-26weekly0.6Part 3 Modern code organization: CSS in Depth, Second EditionPart 3 Modern code organization: CSS in Depth, Second Edition32https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch8/2026-06-26weekly0.6Chapter 8. Cascade layers and nesting: CSS in Depth, Second EditionThis chapter covers + Organizing CSS in a logical manner + Controlling the cascade using layers + Using the :is() and :where() pseudo-classes + Grouping related styles with nesting2630https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch9/2026-06-26weekly0.6Chapter 9. Modular CSS and scope: CSS in Depth, Second EditionThis chapter covers + Organizing CSS into reusable modules + Preventing escalating selector specificity + Common naming conventions for CSS organization + Using @scope for better control of the cascade + Using a pattern library to document your modules3541https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch10/2026-06-26weekly0.6Chapter 10. Container queries: CSS in Depth, Second EditionThis chapter covers + Defining containers and using the @container at-rule + Making modules responsive based on their container’s size + Using container-relative units + Using style queries to change styles based on the values of custom properties1849https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_p4/2026-06-26weekly0.6Part 4. Visual enhancements: CSS in Depth, Second EditionPart 4. Visual enhancements: CSS in Depth, Second Edition48https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch11/2026-06-26weekly0.6Chapter 11. Color and contrast: CSS in Depth, Second EditionThis chapter covers + Converting a designer mockup into HTML and CSS + Using contrast to draw attention to the most important parts of a page + Selecting and manipulating colors + Understanding color space and the various CSS color notations + An in-depth look at OKLCH color + Accessibility concerns with color3387https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch12/2026-06-26weekly0.6Chapter 12. Typography and spacing: CSS in Depth, Second EditionThis chapter covers + Fine-tuning spacing between elements + Using web fonts to give your page a unique feel + Using the Google Fonts API + Tuning font spacing: tracking, leading, and line height + Web font performance concerns and optimizations + Using variable fonts3128https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch13/2026-06-26weekly0.6Chapter 13. Gradients, shadows, and blend modes: CSS in Depth, Second EditionThis chapter covers + Linear, radial, and conical gradients + Color interpolation in different color spaces + Box shadows and text shadows + Sizing and positioning background images + Using blend modes to combine backgrounds and content2610https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch14/2026-06-26weekly0.6Chapter 14. Masks, shapes, and clipping: CSS in Depth, Second EditionThis chapter covers + Applying filters to manipulate the appearance of elements or their backgrounds + Masking out portions of an element with mask images + Shaping elements with clip paths + Floating elements to the left or right + Aligning text to shapes2289https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_p5/2026-06-26weekly0.6Part 5. Adding motion: CSS in Depth, Second EditionPart 5. Adding motion: CSS in Depth, Second Edition33https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch15/2026-06-26weekly0.6Chapter 15. Transitions: CSS in Depth, Second EditionThis chapter covers + Bringing motion to the page with transitions + Understanding timing functions and choosing the right one + Coordinating with JavaScript1893https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch16/2026-06-26weekly0.6Chapter 16. Transforms: CSS in Depth, Second EditionThis chapter covers + Manipulating elements using transforms for performant transitions and animations + Adding a bounce effect to a transition + The browser’s rendering pipeline and performance considerations + 3D transforms and perspective2374https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_ch17/2026-06-26weekly0.6Chapter 17. Animations: CSS in Depth, Second EditionThis chapter covers + Adding complex motion to the page with keyframe animations + Playing animations when the page loads + Using a spinner animation to provide feedback + Drawing attention to a Save button to remind the user to save1748https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_appa/2026-06-26weekly0.6Appendix A. Selectors reference: CSS in Depth, Second EditionAppendix A. Selectors reference: CSS in Depth, Second Edition1011https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/css-in-depth/9781633437555AU/9781633437555AU-css_appb/2026-06-26weekly0.6Appendix B. Preprocessors: CSS in Depth, Second EditionAppendix B. Preprocessors: CSS in Depth, Second Edition1161https://www.oreilly.com/library/cover/9781633437555AU/2024-09-29courseyesnohttps://www.oreilly.com/videos/css-in-depth/9781633437555AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_p1/2026-06-26weekly0.6Part 1. Foundations: Building Quantum Software with PythonPart 1. Foundations: Building Quantum Software with Python96https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch1/2026-06-26weekly0.6Chapter 1. Advantages and challenges of programming quantum computers: Building Quantum Software wi…This chapter covers + Why quantum computing is a promising tool, and what developers need to know to use it + The main sources of quantum advantage + High-level differences between quantum and classical computing + An overview of the anatomy of quantum computations1900https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch2/2026-06-26weekly0.6Chapter 2. A first look at quantum computations: The knapsack problem: Building Quantum Software wi…This chapter covers + Introducing a quantum solution to an optimization problem: the knapsack problem + Examining the steps of a quantum computation, including quantum state evolution and measurement + Tools for programming a quantum solution1453https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch3/2026-06-26weekly0.6Chapter 3. Single-qubit states and gates: Building Quantum Software with PythonThis chapter covers + Single-qubit quantum states and introducing state tables + Basic single-qubit quantum gates and single-qubit quantum circuits + Simulating single-qubit quantum systems in Python2861https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch4/2026-06-26weekly0.6Chapter 4. Quantum state and circuits: Beyond one qubit: Building Quantum Software with PythonThis chapter covers + Understanding multi-qubit quantum states (using state tables) + Using quantum gates to change amplitudes of multi-qubit states + Using quantum circuits and registers to model quantum computations with Python + Examples of preparing useful quantum states (encoding uniform and binomial distributions, Bell states)3278https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_p2/2026-06-26weekly0.6Part 2. Fundamental algorithms and patterns: Building Quantum Software with PythonPart 2. Fundamental algorithms and patterns: Building Quantum Software with Python53https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch5/2026-06-26weekly0.6Chapter 5. Selecting outcomes with quantum oracles: Building Quantum Software with PythonThis chapter covers + Specifying “good” outcomes of quantum computations with quantum oracles + Implementing phase and bit quantum oracles + Converting between phase and bit quantum oracles1596https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch6/2026-06-26weekly0.6Chapter 6. Quantum search and probability estimation: Building Quantum Software with PythonThis chapter covers + Amplifying magnitudes of desired outcomes with Grover operators + Searching for desired outcomes of quantum computations with measurement2018https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch7/2026-06-26weekly0.6Chapter 7. The quantum Fourier transform: Building Quantum Software with PythonThis chapter covers + Periodic signals and periodic quantum states + Converting directions into magnitudes + Introducing the quantum Fourier transform and its inverse2092https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch8/2026-06-26weekly0.6Chapter 8. Using the quantum Fourier transform: Building Quantum Software with PythonThis chapter covers + Introducing the discrete sinc distribution and phased discrete sinc quantum states + Using the IQFT to find the encoded frequency of periodic quantum states + Using the QFT to encode some trigonometric distributions in quantum states2512https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch9/2026-06-26weekly0.6Chapter 9. Quantum phase estimation: Building Quantum Software with PythonThis chapter covers + Estimating the frequency of a periodic quantum state + Eigenstates and eigenvalues + Estimating the angle of rotation of a quantum circuit + Quantum amplitude estimation and applications (quantum counting)2704https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_p3/2026-06-26weekly0.6Part 3. Quantum solutions: Optimization and beyond: Building Quantum Software with PythonPart 3. Quantum solutions: Optimization and beyond: Building Quantum Software with Python49https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch10/2026-06-26weekly0.6Chapter 10. Encoding functions in quantum states: Building Quantum Software with PythonThis chapter covers + Representing integer key–value pairs in quantum states + Extending frequency (value) encoding to (polynomial) function encoding + Using Grover’s algorithm to search for function values1720https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch11/2026-06-26weekly0.6Chapter 11. Search-based quantum optimization: Building Quantum Software with PythonThis chapter covers + Searching for desired outcomes with Grover adaptive search + Finding the maxima or minima of a polynomial function using a Grover optimizer + A solution for the knapsack problem1939https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_ch12/2026-06-26weekly0.6Chapter 12. Conclusions and outlook: Building Quantum Software with PythonThis chapter covers + Reviewing essential quantum computing concepts introduced throughout the book + The importance of the butterfly computing pattern + Running experiments on real quantum computers + An overview of additional quantum solutions, including optimization problems and Shor’s algorithm1501https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_appa/2026-06-26weekly0.6Appendix A. Math refresher: Building Quantum Software with PythonAppendix A. Math refresher: Building Quantum Software with Python1152https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_appb/2026-06-26weekly0.6Appendix B. More about quantum states and gates: Building Quantum Software with PythonAppendix B. More about quantum states and gates: Building Quantum Software with Python234https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/building-quantum-software/9781633437630AU/9781633437630AU-quantum_appc/2026-06-26weekly0.6Appendix C. Outcome pairing strategies: Building Quantum Software with PythonAppendix C. Outcome pairing strategies: Building Quantum Software with Python251https://www.oreilly.com/library/cover/9781633437630AU/2025-04-28courseyesnohttps://www.oreilly.com/videos/building-quantum-software/9781633437630AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_p1/2026-06-26weekly0.6Part 1. Introducing language models: Data Analysis with LLMsPart 1. Introducing language models: Data Analysis with LLMs73https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_ch1/2026-06-26weekly0.6Chapter 1. Analyzing data with large language models: Data Analysis with LLMsThis chapter covers + An introduction to language models + Data analysis with language models + Using language models efficiently2150https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_ch2/2026-06-26weekly0.6Chapter 2. Chatting with ChatGPT: Data Analysis with LLMsThis chapter covers + Accessing the ChatGPT web interface + Using ChatGPT directly for data processing + Using ChatGPT indirectly for data processing2861https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_p2/2026-06-26weekly0.6Part 2. Data analysis with language models: Data Analysis with LLMsPart 2. Data analysis with language models: Data Analysis with LLMs126https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_ch3/2026-06-26weekly0.6Chapter 3. The OpenAI Python library: Data Analysis with LLMsThis chapter covers + Installing the OpenAI library + Invoking GPT models using Python + Configuration parameters1985https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_ch4/2026-06-26weekly0.6Chapter 4. Analyzing text data: Data Analysis with LLMsThis chapter covers + Classifying text + Extracting information + Clustering documents2677https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_ch5/2026-06-26weekly0.6Chapter 5. Analyzing structured data: Data Analysis with LLMsThis chapter covers + Translating questions to queries + Building natural language interfaces + Analyzing data tables + Analyzing graph data2680https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_ch6/2026-06-26weekly0.6Chapter 6. Analyzing images and videos: Data Analysis with LLMsThis chapter covers + Analyzing images + Comparing images + Analyzing videos2156https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_ch7/2026-06-26weekly0.6Chapter 7. Analyzing audio data: Data Analysis with LLMsThis chapter covers + Transcribing audio data + Translating audio data + Generating speech1942https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_p3/2026-06-26weekly0.6Part 3. Advanced topics: Data Analysis with LLMsPart 3. Advanced topics: Data Analysis with LLMs83https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_ch8/2026-06-26weekly0.6Chapter 8. GPT alternatives: Data Analysis with LLMsThis chapter covers + Claude, from Anthropic + Command R+, from Cohere + Bard, from Google + Hugging Face’s models1485https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_ch9/2026-06-26weekly0.6Chapter 9. Optimizing cost and quality: Data Analysis with LLMsThis chapter covers + Model choice and tuning + Prompt engineering + Fine-tuning models2796https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-analysis-with/9781633437647AU/9781633437647AU-llm_ch10/2026-06-26weekly0.6Chapter 10. Software frameworks: Data Analysis with LLMsThis chapter covers + Building applications with LangChain + Solving complex tasks with agents + Querying data with LlamaIndex2797https://www.oreilly.com/library/cover/9781633437647AU/2025-04-27courseyesnohttps://www.oreilly.com/videos/data-analysis-with/9781633437647AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_p1/2026-06-26weekly0.6Part 1. Introducing Altair and generative AI to data storytelling: Data Storytelling with Altair an…Part 1. Introducing Altair and generative AI to data storytelling: Data Storytelling with Altair an…313https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch1/2026-06-26weekly0.6Chapter 1. Introducing data storytelling: Data Storytelling with Altair and AIThis chapter covers + What data storytelling is + The importance of data storytelling + Why you should use Python Altair and generative AI tools for data storytelling + When Altair and generative AI tools are not useful for data storytelling + How to read this book + The data, information, knowledge, wisdom (DIKW) pyramid1952https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch2/2026-06-26weekly0.6Chapter 2. Running your first data story in Altair and GitHub Copilot: Data Storytelling with Altai…This chapter covers + Introducing Altair + A relevant use case: Describing the scenario + Using Altair + Using Copilot2291https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch3/2026-06-26weekly0.6Chapter 3. Reviewing the basic concepts of Altair: Data Storytelling with Altair and AIThis chapter covers + Vega and Vega-Lite + The basic components of an Altair chart + A relevant case study2655https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch4/2026-06-26weekly0.6Chapter 4. Generative AI tools for data storytelling: Data Storytelling with Altair and AIThis chapter covers + Basic concepts, including artificial intelligence, machine learning, deep learning, and generative AI + The basic structure of a ChatGPT prompt + The basic structure of a DALL-E prompt + GitHub Copilot3236https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_p2/2026-06-26weekly0.6Part 2. Using the DIKW pyramid for data storytelling: Data Storytelling with Altair and AIPart 2. Using the DIKW pyramid for data storytelling: Data Storytelling with Altair and AI150https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch5/2026-06-26weekly0.6Chapter 5. Crafting a data story using the DIKW pyramid: Data Storytelling with Altair and AIThis chapter covers + A homelessness tale, our scenario for this chapter + What a data story is and how it relates to the DIKW pyramid + How to incorporate generative AI into the DIKW pyramid2303https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch6/2026-06-26weekly0.6Chapter 6. From data to information: Extracting insights: Data Storytelling with Altair and AIThis chapter covers + Introducing insights + Choosing the characters of your story + Choosing the right chart2494https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch7/2026-06-26weekly0.6Chapter 7. From information to knowledge: Building textual context: Data Storytelling with Altair a…This chapter covers + Introducing context + Calibrating the story to the audience + Using ChatGPT for commentaries and annotations + Using large language models for textual context + A case study: From information to knowledge (part 1)3247https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch8/2026-06-26weekly0.6Chapter 8. From information to knowledge: Building the visual context: Data Storytelling with Altai…This chapter covers + Emotions: The foundations of visual context + Colors, size, and interaction + Using DALL-E for images + Strategic placement of textual and visual context + Implementing an example2622https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch9/2026-06-26weekly0.6Chapter 9. From knowledge to wisdom: Adding next steps: Data Storytelling with Altair and AIThis chapter covers + Introducing wisdom and next steps + Reviewing all the case studies + Strategic placement of next steps2664https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_p3/2026-06-26weekly0.6Part 3. Delivering the data story: Data Storytelling with Altair and AIPart 3. Delivering the data story: Data Storytelling with Altair and AI132https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch10/2026-06-26weekly0.6Chapter 10. Common issues while using generative AI: Data Storytelling with Altair and AIThis chapter covers + Hallucination, bias, and copyright + Guidelines for using generative AI + Crediting the sources1394https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_ch11/2026-06-26weekly0.6Chapter 11. Publishing the data story: Data Storytelling with Altair and AIThis chapter covers + Exporting the story + Publishing the story using Streamlit + Alternative ways to publish the story: Tableau, Power BI, and Comet + Presenting your data story through slides1245https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_appb/2026-06-26weekly0.6Appendix B. Python pandas DataFrame: Data Storytelling with Altair and AIAppendix B. Python pandas DataFrame: Data Storytelling with Altair and AI319https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/9781633437920AU-data_appc/2026-06-26weekly0.6Appendix C. Other chart types: Data Storytelling with Altair and AIAppendix C. Other chart types: Data Storytelling with Altair and AI1124https://www.oreilly.com/library/cover/9781633437920AU/2024-09-10courseyesnohttps://www.oreilly.com/videos/data-storytelling-with/9781633437920AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch1/2026-06-26weekly0.6Chapter 1. Pairings over elliptic curves in cryptography: Elliptic Curve Cryptography for DevelopersThis chapter covers + Defining elliptic curve cryptography (ECC) + Where ECC is used + Public key cryptography + Who this book is for1090https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_p1/2026-06-26weekly0.6Part 1: Basics: Elliptic Curve Cryptography for DevelopersPart 1: Basics: Elliptic Curve Cryptography for Developers136https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch2/2026-06-26weekly0.6Chapter 2. Description of finite field mathematics: Elliptic Curve Cryptography for DevelopersThis chapter covers + Fundamentals of finite fields + Subroutines for modular operations + Concept of quadratic residues + Computing square roots mod n1296https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch3/2026-06-26weekly0.6Chapter 3. Explaining the core of elliptic curve mathematics: Elliptic Curve Cryptography for Devel…This chapter covers + Elliptic curve fundamentals + Algebra using elliptic curves + Code for adding and multiplying points + Embedding data on a curve1536https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch4/2026-06-26weekly0.6Chapter 4. Key exchange using elliptic curves: Elliptic Curve Cryptography for DevelopersThis chapter covers + Creating a shared secret using private and public keys + The Diffie-Hellman key exchange using elliptic curves + Implementing the NIST Full ECC MQV algorithm1628https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch5/2026-06-26weekly0.6Chapter 5. Prime field elliptic curve digital signatures explained: Elliptic Curve Cryptography for…This chapter covers + Digital signature creation using a private key + Digital signature verification using a public key + Schnorr algorithm + The NIST ECDSA algorithm960https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch6/2026-06-26weekly0.6Chapter 6. Finding good cryptographic elliptic curves: Elliptic Curve Cryptography for DevelopersThis chapter covers + Using PARI/gp command line + PARI library programming + A program to find the number of points on an elliptic curve + What constitutes a good curve1230https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_p2/2026-06-26weekly0.6Part 2: Interlude: Elliptic Curve Cryptography for DevelopersPart 2: Interlude: Elliptic Curve Cryptography for Developers200https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch7/2026-06-26weekly0.6Chapter 7. Description of finite field polynomial math: Elliptic Curve Cryptography for DevelopersThis chapter covers + Essence of field extension is a polynomial + Routines to create polynomials + An addition routine for polynomials + A debugging routine for polynomials647https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch8/2026-06-26weekly0.6Chapter 8. Multiplication of polynomials explained: Elliptic Curve Cryptography for DevelopersThis chapter covers + Irreducible polynomials + How irreducible polynomials act like primes + Multiplying two polynomials modulo an irreducible polynomial1231https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch9/2026-06-26weekly0.6Chapter 9. Computing powers of polynomials: Elliptic Curve Cryptography for DevelopersThis chapter covers + Exponentiation by expansion of an integer + A square and multiply algorithm to compute powers of polynomials + Examples for arbitrary powers of polynomials + Examples for field prime powers of polynomials708https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch10/2026-06-26weekly0.6Chapter 10. Description of polynomial division using Euclid’s algorithm: Elliptic Curve Cryptograp…This chapter covers + Quotient and remainder from Euclid’s algorithm + Greatest common divisor of polynomials + Inversion modulo an irreducible polynomial1083https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch11/2026-06-26weekly0.6Chapter 11. Creating irreducible polynomials: Elliptic Curve Cryptography for DevelopersThis chapter covers + Finding irreducible polynomials + Code for finding irreducible polynomials621https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch12/2026-06-26weekly0.6Chapter 12. Taking square roots of polynomials: Elliptic Curve Cryptography for DevelopersThis chapter covers + Polynomial pseudo-division + Resultant function of two polynomials + Quadratic residue for a polynomial + Square root of a polynomial modulo a prime polynomial1143https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_p3/2026-06-26weekly0.6Part 3: Pairings: Elliptic Curve Cryptography for DevelopersPart 3: Pairings: Elliptic Curve Cryptography for Developers219https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch13/2026-06-26weekly0.6Chapter 13. Finite field extension curves described: Elliptic Curve Cryptography for DevelopersThis chapter covers + Cardinality of field extension curves + Structures for polynomial points and curves + Embedding polynomial points on curves + Addition and multiplication of field extension points + A tiny example showing points on a field extension curve1521https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch14/2026-06-26weekly0.6Chapter 14. Finding low embedding degree elliptic curves: Elliptic Curve Cryptography for DevelopersThis chapter covers Algorithms for finding low embedding degree field extensions The j-invariant and Hilbert class polynomials The method of complex multiplication, used to find elliptic curves Routines to find secure curves with low embedding degree2131https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch15/2026-06-26weekly0.6Chapter 15. General rules of elliptic curve pairing explained: Elliptic Curve Cryptography for Deve…This chapter covers + An introduction to elliptic curve point pairing + A geometric description of the pairing function + The essential rules of pairing mathematics + Routines to compute common pairing functions1357https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch16/2026-06-26weekly0.6Chapter 16. Weil pairing defined: Elliptic Curve Cryptography for DevelopersThis chapter covers + Weil pairing properties + Code to compute Weil pairing + Example with tiny numbers1099https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch17/2026-06-26weekly0.6Chapter 17. Tate pairing defined: Elliptic Curve Cryptography for DevelopersThis chapter covers + A mathematical description of Tate pairing + An implementation of Tate pairing + A test with a tiny example to see how Tate pairings work744https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch18/2026-06-26weekly0.6Chapter 18. Exploring BLS multi-signatures: Elliptic Curve Cryptography for DevelopersThis chapter covers + Aggregate signature of multiple users + Subgroups using membership keys + Pairing mathematics for verification3394https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/9781633437944AU-ell_ch19/2026-06-26weekly0.6Chapter 19. Proving knowledge and keeping secrets: Zero knowledge using pairings: Elliptic Curve Cr…This chapter covers + Description of zero-knowledge proofs + Constructing quadratic arithmetic programs + Using common reference strings for proofs3599https://www.oreilly.com/library/cover/9781633437944AU/2025-03-12courseyesnohttps://www.oreilly.com/videos/elliptic-curve-cryptography/9781633437944AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch1/2026-06-26weekly0.6Chapter 1. Let’s program games!: Classic Game Programming on the NESThis chapter covers + The Nintendo Entertainment System + Our goal for this book + NES architecture overview + The structure of a game + The game loop1283https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch2/2026-06-26weekly0.6Chapter 2. Getting set up: Classic Game Programming on the NESThis chapter covers + Selecting an emulator + Selecting and setting up a text editor + Selecting and setting up an assembler + Selecting a tool for creating tile and sprite patterns + Selecting a tool for creating sound effects and music1033https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch3/2026-06-26weekly0.6Chapter 3. Starting 6502 Assembler: Classic Game Programming on the NESThis chapter covers + Memory and registers + Moving things around2280https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch4/2026-06-26weekly0.6Chapter 4. Math, loops, conditions, and bits: Classic Game Programming on the NESThis chapter covers + Doing some math + Conditions + Jumps, branches, and calls + Bytes, bits, and nibbles + Using the stack2716https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch5/2026-06-26weekly0.6Chapter 5. Starting somewhere: Classic Game Programming on the NESThis chapter covers + NES code structure and memory configuration + Initializing the NES hardware + Loading tile and sprite shape data + Displaying some text on the screen + Displaying a bat and a ball using sprites + Moving the ball and bat around the screen2525https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch6/2026-06-26weekly0.6Chapter 6. Starting a game: Classic Game Programming on the NESThis chapter covers + Setting up our game project + Creating a shared library + Initializing the console + How the NES displays background graphics + Displaying the graphics on both our title screen and the main screen of the game1642https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch7/2026-06-26weekly0.6Chapter 7. Move and shoot: Classic Game Programming on the NESThis chapter covers + How the NES handles player objects (sprites) + Defining patterns for our player and bullet + Controlling the timing of movement and gameplay + Getting objects moving on the screen + Testing the gamepad direction and moving the player’s ship left or right + Testing the gamepad fire button and placing a bullet on the screen + Moving the current player’s bullet up the screen818https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch8/2026-06-26weekly0.6Chapter 8. Enemy movement: Classic Game Programming on the NESThis chapter covers + Generating random numbers + Adding the logic to generate and display new enemy asteroids + Making the asteroids move down toward the player + Removing asteroids as they reach the bottom of the screen687https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch9/2026-06-26weekly0.6Chapter 9. Collision detection: Classic Game Programming on the NESThis chapter covers + Object collision detection + Applying collision detection between our enemies and the player’s bullet430https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch10/2026-06-26weekly0.6Chapter 10. Keeping score: Classic Game Programming on the NESThis chapter covers + Recording the player’s points score + Adding to the player’s score + Subtracting from the player’s score + Displaying the score on screen + Checking whether the player has beaten the current high score939https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch11/2026-06-26weekly0.6Chapter 11. Player collisions and lives: Classic Game Programming on the NESThis chapter covers + Handling the player’s ship colliding with enemies + Animating the player’s death sequence + Displaying the current player’s lives + Handling the game-over message696https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch12/2026-06-26weekly0.6Chapter 12. More enemies: Classic Game Programming on the NESThis chapter covers + Defining more enemy types + Keeping track of enemies + Changing our enemy spawn code + Changing our enemy movement code + Making our smart bomb smarter969https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch13/2026-06-26weekly0.6Chapter 13. Animations and more: Classic Game Programming on the NESThis chapter covers + Animating our enemies + Adding background animation + Visualizing a bigger explosion when an enemy mine hits the ground + Progressing to the next level of difficulty1201https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch14/2026-06-26weekly0.6Chapter 14. Sound effects: Classic Game Programming on the NESThis chapter covers + The sound capabilities of the NES console + Creating sound effects in FamiStudio + Adding the music/sound effects engine to our game + Using sound effects in our game1183https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch15/2026-06-26weekly0.6Chapter 15. Music: Classic Game Programming on the NESThis chapter covers + Music project structure + Arpeggios + Instruments + Generating music data for our game + Using music in our game794https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/classic-game-programming/9781633438019AU/9781633438019AU-class_ch16/2026-06-26weekly0.6Chapter 16. Where to from here?: Classic Game Programming on the NESThis chapter covers + Enhancing our game + Extending the NES + Publishing your finished game + Other types of games1479https://www.oreilly.com/library/cover/9781633438019AU/2024-07-17courseyesnohttps://www.oreilly.com/videos/classic-game-programming/9781633438019AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_p1/2026-06-26weekly0.6Part 1. No framework: Build a Frontend Web Framework (From Scratch)Part 1. No framework: Build a Frontend Web Framework (From Scratch)63https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch1/2026-06-26weekly0.6Chapter 1. Are frontend frameworks magic to you?: Build a Frontend Web Framework (From Scratch)This chapter covers + Why you should build your own frontend framework + The features of the framework we’ll build together + How frontend frameworks work2117https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch2/2026-06-26weekly0.6Chapter 2. Vanilla JavaScript—like in the old days: Build a Frontend Web Framework (From Scratch)This chapter covers + Building an application using vanilla JavaScript and HTML + Creating DOM elements programmatically + Using the Document API to manipulate the DOM1656https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_p2/2026-06-26weekly0.6Part 2. A basic framework: Build a Frontend Web Framework (From Scratch)Part 2. A basic framework: Build a Frontend Web Framework (From Scratch)120https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch3/2026-06-26weekly0.6Chapter 3. Rendering and the virtual DOM: Build a Frontend Web Framework (From Scratch)This chapter covers + Defining the virtual DOM + Understanding the problems the virtual DOM solves + Implementing functions to create virtual DOM nodes + Defining the concept of a stateless component2183https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch4/2026-06-26weekly0.6Chapter 4. Mounting and destroying the virtual DOM: Build a Frontend Web Framework (From Scratch)This chapter covers + Creating HTML nodes from virtual DOM nodes + Inserting HTML nodes into the browser’s document + Removing HTML nodes from the browser’s document1944https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch5/2026-06-26weekly0.6Chapter 5. State management and the application’s lifecycle: Build a Frontend Web Framework (From S…This chapter covers + Understanding state management + Implementing a state management solution + Mapping JavaScript events to commands that change the state + Updating the state using reducer functions + Re-rendering the view when the state changes2199https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch6/2026-06-26weekly0.6Chapter 6. Publishing and using your framework’s first version: Build a Frontend Web Framework (Fro…This chapter covers + Publishing the first version of your framework to NPM + Refactoring the TODOs application to use your framework1094https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch7/2026-06-26weekly0.6Chapter 7. The reconciliation algorithm: Diffing virtual trees: Build a Frontend Web Framework (Fro…This chapter covers + Comparing two virtual DOM trees + Finding the differences between two objects + Finding the differences between two arrays + Finding a sequence of operations that transforms one array into another2942https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch8/2026-06-26weekly0.6Chapter 8. The reconciliation algorithm: Patching the DOM: Build a Frontend Web Framework (From Scr…This chapter covers + Implementing the patchDOM() function + Using the objectsDiff() function to find the differences in attributes and styles + Using the arraysDiff() function to find the differences between CSS classes + Using the arraysDiffSequence() function to find the differences between virtual DOM children + Using the Document API to patch DOM changes2988https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_p3/2026-06-26weekly0.6Part 3. Improving the framework: Build a Frontend Web Framework (From Scratch)Part 3. Improving the framework: Build a Frontend Web Framework (From Scratch)87https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch9/2026-06-26weekly0.6Chapter 9. Stateful components: Build a Frontend Web Framework (From Scratch)This chapter covers + Understanding the anatomy of a stateful component + Implementing a factory function to define components + Implementing the first version of a component that manages its own state1910https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch10/2026-06-26weekly0.6Chapter 10. Component methods: Build a Frontend Web Framework (From Scratch)This chapter covers + Implementing component methods to handle events + Binding a method’s context to the component + Passing the host component reference to mount and patch functions875https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch11/2026-06-26weekly0.6Chapter 11. Subcomponents: Communication via props and events: Build a Frontend Web Framework (Fro…This chapter covers + Adding a new virtual DOM type to represent components + Implementing subcomponents + Passing data from a parent component to its children using props + Communicating among components by using events2109https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch12/2026-06-26weekly0.6Chapter 12. Keyed lists: Build a Frontend Web Framework (From Scratch)This chapter covers + Working with keyed lists of components + Working with keyed lists of elements + Updating the application instance + Publishing the new version of the framework1573https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch13/2026-06-26weekly0.6Chapter 13. The component lifecycle hooks and the scheduler: Build a Frontend Web Framework (From S…This chapter covers + Understanding a lifecycle hook + Executing code when a component is mounted + Executing code when a component is unmounted + Publishing version 4 of the framework1636https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/https://www.oreilly.com/videos/build-a-frontend/9781633438064AU/9781633438064AU-front_ch14/2026-06-26weekly0.6Chapter 14. Testing asynchronous components: Build a Frontend Web Framework (From Scratch)This chapter covers + Testing synchronous components + Testing components with asynchronous behavior + Implementing the nextTick() function1143https://www.oreilly.com/library/cover/9781633438064AU/2024-05-27courseyesnohttps://www.oreilly.com/videos/build-a-frontend/9781633438064AU/