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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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