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Learning TensorFlow with JavaScript

via LinkedIn Learning

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Overview

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

Syllabus

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

Taught by

Emmanuel Henri

Reviews

4.3 rating at LinkedIn Learning based on 65 ratings

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