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LinkedIn Learning

Learning TensorFlow with JavaScript

via LinkedIn Learning

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Overview

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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

4.4 rating at LinkedIn Learning based on 67 ratings

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