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Udemy - Machine Learning In JavaScript With TensorFlow.js
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Master machine learning with JavaScript and TensorFlowJS. Add artificial intelligence to websites, Node.js and web apps!
What you'll learn
Machine Learning in Javascript and TensorFlowJS
Deep Learning and Neural Network concepts
Why TensorFlow for JavaScript is a game changer
Defining machine learning models
How to install and run TensorFlowJS
How TensorFlowJS 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
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
Requirements
Javascript basics
Some high school maths (but we give links if you need a refresher!)
Use Winrar to Extract. And use a shorter path when extracting, such as C: drive
ALSO ANOTHER TIP: You Can Easily Navigate Using Winrar and Rename the Too Long File/ Folder Name if Needed While You Cannot in Default Windows Explorer. You are Welcome ! :)
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[ FreeCourseWeb.com ] Udemy - Machine Learning in JavaScript with TensorFlow.js.zip
