Learning TensorFlow with JavaScript

Get introduced to TensorFlow and machine learning. Learn how you can leverage your JavaScript skills to create a machine learning project.

Introduction

• Learning TensorFlow
• Course prerequisites

1. Introduction and Setup

• Introduction to TensorFlow
• Differences between versions
• Introduction to machine learning
• A TensorFlow demo
• Initial project creation with TensorFlow

2. TensorFlow Basics

• Your first tensor
• Tensors and variables
• Operations, or ops
• Model introduction
• Layers introduction

3. Exploration of a Full Project

• Import example project
• Exploration of the dataset
• Exploration of the models and layers
• Exploration of training the model
• See the live example

4. Advanced Subjects

• Use Python-based models in JS
• Convert SavedModel to web

Conclusion

• Next steps