Machine Learning in JavaScript with TensorFlow.js, Master machine learning with JavaScript and TensorFlowJS. Add artificial intelligence to websites, Node.js and web apps!
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Created by tech.courses team Justin Emery
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What you'll learn
Machine Learning in Javascript and TensorFlowJS 2.0
Deep Learning and Neural Network concepts
Why TensorFlow for JavaScript is a game changer
Defining machine learning models
How to install and run TensorFlowJS 2.0
How TensorFlowJS 2.0 is optimised
Training machine learning models
Data preparation for machine learning
How to make accurate predictions
Linear regression
Binary classification
Multi-class classification
Heatmap visualisation
Scatter-plot visualisation
Importing and normalising data
How to manage memory in TensorFlowJS 2.0
Tensor mathematics
Saving machine learning models
Inputting and outputting using a web browser
Javascript and machine learning integration
Shuffling, and splitting data
In-depth labs for practical development
