---
description: Machine Learning with TensorFlow.js
---

# Table of Contents

## Section 1: JavaScript for Machine Learning

Chapter 1: [Machine Learning on the Web](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-1/ml-on-the-web)

Chapter 2: [Machine Learning Concepts](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-1/ml-concepts)

Chapter 3: [Setting up a TensorFlow.js Development Environment](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-1/setting-up-a-tfjs-dev-env)

Chapter 4: [TensorFlow.js Primer](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-1/tfjs-primer)

## Section 2: Developing Neural Network Solutions

Chapter 5: [Train a Neural Network from Scratch with TensorFlow.js](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-2/train-nn-with-tfjs)

Chapter 6: [End-to-End ML Solutions using TensorFlow.js](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-2/end-to-end-ml-solutions-using-tfjs)

## Section 3: Deep Learning using TensorFlow.js

Chapter 7: [Understanding Deep Neural Networks](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-3/deep-nn)

Chapter 8: [Convolutional (CNN) and Recurrent Neural Networks (RNN)](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-3/cnn-and-rnn)

Chapter 9: [Deep Reinforcement Learning and Generative Adversarial Networks (GAN)](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-3/deep-rl-and-gans)

Chapter 10: [TensorFlow.js Solutions](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-3/tfjs-solutions)

## Section 4: Summary and Closing

Chapter 11: [Deployment to Production](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-4/development-to-prod)

Chapter 12: [Development for the TensorFlow.js Library](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-4/development-for-the-tfjs-lib)

Chapter 13: [Summary](https://adnanhashmi.gitbook.io/machine-learning-with-tensorflow-js/section-4/summary)
