This repository holds the solutions for the Machine Learning in JavaScript with TensorFlow.js course, a tech.courses course.
The lab instructions and video tutorials are available on Udemy once you have purchased the course.
- Section 1: Introducing TensorFlow.js and Machine Learning
- Section 2: Installing and Running TensorFlow.js
- Section 3: TensorFlow.js Core Concepts
- Section 4: Data Preparation with TensorFlow.js
- Section 5: Defining a Model in TensorFlow.js
- Section 6: Training and Testing in TensorFlow.js
- Section 7: TensorFlow.js Prediction
- Section 8: Binary Classification
- Section 9: Multi-class Classification
- Section 10: Conclusion - N/A - No labs in this section!
Except where otherwise noted, code samples in the repository are made available under an MIT License (so you can reuse with very few limitations).