Table of Contents edit

Introduction to TensorFlow.js edit

  1. TensorFlow.js is a JavaScript library for training and deploying machine learning models in the browser or on Node.js. It provides a high-level API for building and training models, as well as tools for visualizing and debugging them. TensorFlow.js is built on top of TensorFlow, a powerful and widely-used machine learning library for Python. With TensorFlow.js, developers can use the same models and techniques in JavaScript that they would use in Python, making it easy to build and deploy machine learning applications in the web and Node.js environments.

Setting up a TensorFlow.js project edit

Basic operations with Tensors edit

Building and training models edit

Convolutional Neural Networks (CNNs) in TensorFlow.js edit

Recurrent Neural Networks (RNNs) in TensorFlow.js edit

Transfer Learning in TensorFlow.js edit

Visualizing and debugging models edit

Deploying models to the web and Node.js edit

Conclusion and further resources edit