Learning TensorFlow with JavaScript

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Free Online Course: Learning TensorFlow with JavaScript provided by LinkedIn Learning is a comprehensive online course, which lasts for Less than 1 hour of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Learning TensorFlow with JavaScript is taught by Emmanuel Henri.

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