Deep Learning for JavaScript Hackers - Use TensorFlow.js in the Browser

Overview

Learn how to use TensorFlow.js in the browser for deep learning applications. This course aims to teach you logistic regression, data preprocessing, linear regression, neural networks, and embeddings using TensorFlow.js. The teaching method includes hands-on exercises and practical examples. This course is designed for JavaScript developers interested in incorporating deep learning techniques into their web applications.

Syllabus

Getting Started with TensorFlow.js | Deep Learning for JavaScript Hackers (Part 0).
Logistic Regression with TensorFlow.js: EDA | Deep Learning for JavaScript Hackers (Part 1).
Data preprocessing with TensorFlow.js for Logistic Regression | Deep Learning for JavaScript Hackers.
Predicting Diabetes with Logistic Regression in TensorFlow.js | Deep Learning for JavaScript Hackers.
Data Preprocessing for Linear Regression with TensorFlow.js.
Linear Regression with TensorFlow.js.
What is a Neural Network? | Machine Learning for JavaScript Hackers with TensorFlow.js.
ToDo list Embeddings with TensorFlow in JavaScript.