February 2020
Intermediate to advanced
560 pages
22h 18m
English
Content preview from Deep Learning with JavaScriptBecome 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,
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Brief Table of Contents
1. Motivation and basic concepts
2. A gentle introduction to TensorFlow.js
Chapter 2. Getting started: Simple linear regression in TensorFlow.js
Chapter 3. Adding nonlinearity: Beyond weighted sums
Chapter 4. Recognizing images and sounds using convnets
Chapter 5. Transfer learning: Reusing pretrained neural networks
3. Advanced deep learning with TensorFlow.js
Chapter 7. Visualizing data and models
Chapter 8. Underfitting, overfitting, and the universal workflow of machine learning
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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.