May 2021
Intermediate to advanced
338 pages
7h 44m
English
Content preview from Learning TensorFlow.jsBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Index
Symbols
- 200 OK! plug-in (Web Server for Chrome), Running the simple example
- @teachablemachine/image NPM package, Verifying the Model
A
- activation functions, Nonlinear Training 101
- adding to neurons, Adding Activations to Neurons
- for classification model, Classification Models
- sigmoid, Classification Models
- softmax, Classification Models
- tanh, The CNN Model
- Adam optimizer, Adam optimizer
- Adamax optimizer, Identify Learning Metrics
- adversarial preprocessing attacks, Resizing Image Tensors
- AI (artificial intelligence), Let’s Do This
- books on, More Books
- common AI/ML terminology, Common AI/ML Terminology
- current, Today’s AI
- expanding applications of, AI Is Everywhere
- history of, The History of AI-The History of AI
- intelligence, What Is Intelligence?
- neural networks, The Neural Network-The Neural Network
- path in JavaScript, The Path of AI in JavaScript
- subdomains, The Neural Network
- technological power of, AI Is Magic
- alpha channel (opacity), Visual Tensors
- tensors utilizing, preserving data with PNG, Writing PNGs
- Amazon Reviews dataset, The Popular Datasets
- Apache License 2.0, Apache License 2.0
- arrays
- building a tensor from 1D array, Creating Tensors
- converting tensors to, Retrieving Tensor Data
- converting to tensors, Training
- creating large arrays of data in dicify project, Training
- dimensions, review of, Hello, Tensors
- generating arrays of random values in TensorFlow.js, Quick Image Tensors
- keeping tensors in, Converting Folders of Images
- as tensors, Hello, Tensors
- artificial intelligence (see AI)
- artificial neurons ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.