Learning TensorFlow with JavaScript

Offered By: LinkedIn Learning

Tags

TensorFlow.js Courses Web Development Courses Data Visualization Courses Machine Learning Courses Python Courses Javascript Courses Neural Networks Courses Tensors Courses Model Training Courses

Course Description

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

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