The real story on container, cloud, and data adoption
Poll results reveal where and why organizations choose to use containers, cloud platforms, and data pipelines.
Ideas
What's on our radar.
Progress for big data in Kubernetes
It has become much more feasible to run high-performance data platforms directly inside Kubernetes.
Four short links: 11 September 2018
Serverless, Predicting Personality, Broken Design, and Hamming Lectures
The ethics of data flow
If we’re going to think about the ethics of data and how it’s used, then we have to take into account how data flows.
Video
Connected arms
Joseph Sirosh tells an intriguing story about AI-infused prosthetics that are able to see, grip, and feel.
Video
The breadth of AI applications: The ongoing expansion
Peter Norvig says one of the most exciting aspects of AI is the diversity of applications in fields far astray from the original breakthrough areas.
Video
Customized ML for the enterprise
Levent Besik explains how enterprises can stay ahead of the game with customized machine learning.
Video
A new golden age for computer architecture
David Patterson explains why he expects an outpouring of co-designed ML-specific chips and supercomputers.
Video
Accelerating AI on Xeon through SW optimization
Huma Abidi discusses the importance of optimization to deep learning frameworks.
Video
Four success factors for building your AI business journey
Manish Goyal shows you how to best unlock the value of enterprise AI.
Video
AI and security: Lessons, challenges, and future directions
Dawn Song explains how AI and deep learning can enable better security and how security can enable better AI.
10 talks to look for at the 2018 O'Reilly Software Architecture Conference in London
From chaos architecture to event streaming to leading teams, the O'Reilly Software Architecture Conference offers a unique depth and breadth of content.
Video
Using machine learning in workload automation
Akhilesh Tripathi shows you how to use machine learning to identify root causes of problems in minutes instead of hours or days.
Video
AI foundations: What shapes the AI that’s shaping our world?
Meredith Whittaker says the benefits of AI will only come if we have a clear-eyed perspective on its dark side.
Video
China: AI superpower
Kai-Fu Lee outlines the factors that enabled China's rapid ascension in AI.
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Raising AI to benefit business and society
Kishore Durg explains why deploying AI requires raising it to act as a responsible representative of the business and a contributing member of society.
Video
Beyond hype: AI in the real world
Julie Shin Choi reviews real-world customer use cases that take AI from theory to reality.
Video
Fireside chat with Tim O'Reilly and Kai-Fu Lee
Tim O'Reilly and Kai-Fu Lee discuss differences in how China and the U.S. approach AI and why AI might give humanity larger purpose.
Highlights from the Artificial Intelligence Conference in San Francisco 2018
Watch highlights from expert talks covering artificial intelligence, machine learning, security, and more.
How network professionals deal with attacks and disruptions
A new survey highlights concerns from network and cloud administrators, and reveals their coping strategies.
130+ live online training courses opened for September and October
Get hands-on training in machine learning, blockchain, Java, software architecture, leadership, and many other topics.
Learn about data governance with these books, videos, and tutorials
This collection of data governance resources will get you up to speed on the basics and best practices.
Video
How to use data to improve product design
Data can help inform design choices at every step in the process.
Building accessible tools for large-scale computation and machine learning
The O’Reilly Data Show Podcast: Eric Jonas on Pywren, scientific computation, and machine learning.
Call for Code asks developers worldwide to collaborate on solutions to save lives
The O’Reilly Media Podcast: Daniel Krook, IBM developer advocate, on the Call for Code Global Initiative at IBM.
How to recruit for user research
Tools and techniques for recruiting UX research participants.
Video
Prototyping in practice
How the UK's NHS uses prototyping to explore and illustrate new technological possibilities.
Video
Sea change: What happens when Jupyter becomes pervasive at a university?
Fernando Perez talks about UC Berkeley's transition into an environment where many undergraduates use Jupyter and the open data ecosystem as naturally as they use email.
Video
Beyond interactive: Scaling impact with notebooks at Netflix
Michelle Ufford shares how Netflix leverages notebooks today and describes a brief vision for the future.
Video
Data science as a catalyst for scientific discovery
Michelle Gill discusses how data science methods and tools can link information from different scientific fields and accelerate discovery.
Video
Democratizing data
Tracy Teal explains how to bring people to data and empower them to address their questions.
Video
Disease prediction using the world's largest clinical lab data set
Cristian Capdevila explains how Prognos is predicting disease.
Video
Jupyter notebooks and the intersection of data science and data engineering
David Schaaf explains how data science and data engineering can work together to deliver results to decision makers.
Video
The future of data-driven discovery in the cloud
Ryan Abernathey makes the case for the large-scale migration of scientific data and research to the cloud.
Highlights from JupyterCon in New York 2018
Watch keynotes covering Jupyter's role in business, data science, higher education, open source, journalism, and other domains, from JupyterCon in New York 2018.
Video
All the cool kids are doing it, maybe we should too? Jupyter, gravitational waves, and the LIGO and Virgo Scientific Collaborations
Will Farr offers lessons about the many advantages and few disadvantages of using Jupyter for global scientific collaborations.
Video
Jupyter in the enterprise
Luciano Resende explores some of the open source initiatives IBM is leading in the Jupyter ecosystem.
Video
Jupyter trends in 2018
Paco Nathan shares a few unexpected things that emerged in Jupyter in 2018.
Video
The reporter’s notebook
Mark Hansen explains how computation has forever changed the practice of journalism.
Video
Machine learning and AI technologies and platforms at AWS
Dan Romuald Mbanga walks through the ecosystem around the machine learning platform and API services at AWS.
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Sustaining wonder: Jupyter and the knowledge commons
Carol Willing shows how Jupyter's challenges can be addressed by embracing complexity and trusting others.
Video
Why contribute to open source?
Julia Meinwald outlines effective ways to support the unseen labor maintaining a healthy open source ecosystem.
5 automation trends in software development, quantified
Lessons from hundreds of development practice assessments across the industry.
Design patterns for orchestrating collaborative groups
It’s only when you enable people to “do things” together that the real power of online social networks is unleashed.
Video
Great products begin with great cultures
Why hiring a team diverse in perspective and background leads to a great culture.
Enabling reliable, secure collaboration on data science and machine learning projects
A conversation with Paul Taylor, chief architect in Watson Data and AI, and IBM fellow.
The next generation of AI assistants in enterprise
Chatbots are just the first step in the journey to achieve true AI assistants and autonomous organizations.
Simplifying machine learning lifecycle management
The O’Reilly Data Show Podcast: Harish Doddi on accelerating the path from prototype to production.
It's time to establish big data standards
The deployment of big data tools is being held back by the lack of standards in a number of growth areas.
Site reliability engineering (SRE): A simple overview
Get a basic understanding of site reliability engineering (SRE) and then go deeper with recommended resources.
Video
Best practices to achieve balance between design and performance
Ways to bring designers and developers together to optimize user experience.
Notes from the first Ray meetup
Ray is beginning to be used to power large-scale, real-time AI applications.
What do computers see?
Tricks to visualize and understand how neural networks see.
3 promising areas for AI skills development
O'Reilly survey results and usage data reveal growing trends and topics in artificial intelligence.
A quick reminder on HTTPS everywhere
HTTPS "everywhere" means everywhere—not just the login page, or the page where you accept donations. Everything.
Video
3 core principles of design thinking
How design thinking works, and how it integrates with product development.
Skydeck turns research into reality
UC Berkeley’s startup accelerator takes university research discoveries and helps translate them into marketable products.
Collaborative design fuels shared understanding—the fundamental currency of Lean UX
Lean UX begins with the idea that user experience design should be a collaborative process.
Why we need to think differently about AI
General intelligence or creativity can only be properly imagined if we peel away the layers of abstractions.
5 findings from O'Reilly's machine learning adoption survey companies should know
New survey results highlight the ways organizations are handling machine learning's move to the mainstream.
Case studies in data ethics
These studies provide a foundation for discussing ethical issues so we can better integrate data ethics in real life.
5 things you should be monitoring
Achieve high-impact systems monitoring by focusing on latency, errors, throughput, utilization, and blackbox monitoring.
10 practical talks you won’t want to miss at the O’Reilly Velocity Conference in New York 2018
Get advice and insight from speakers who have tackled the challenges you face.