Table of Contents
Machine Learning with TensorFlow.js
Section 1: JavaScript for Machine Learning
Chapter 1: Machine Learning on the Web
Chapter 2: Machine Learning Concepts
Chapter 3: Setting up a TensorFlow.js Development Environment
Chapter 4: TensorFlow.js Primer
Section 2: Developing Neural Network Solutions
Chapter 5: Train a Neural Network from Scratch with TensorFlow.js
Chapter 6: End-to-End ML Solutions using TensorFlow.js
Section 3: Deep Learning using TensorFlow.js
Chapter 7: Understanding Deep Neural Networks
Chapter 8: Convolutional (CNN) and Recurrent Neural Networks (RNN)
Chapter 9: Deep Reinforcement Learning and Generative Adversarial Networks (GAN)
Chapter 10: TensorFlow.js Solutions
Section 4: Summary and Closing
Chapter 11: Deployment to Production
Chapter 12: Development for the TensorFlow.js Library
Chapter 13: Summary
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