Udemy - Machine Learning in JavaScript with TensorFlow.js

[ FreeCourseWeb.com ] Machine Learning in JavaScript with TensorFlow.js



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h264, yuv420p, 1280x720 |ENGLISH, aac, 44100 Hz, 2 channels, s16 | 7h 13mn | 2.5 GB

Instructor: Justin Emery

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 ! :)



Download More Latest Courses Visit -->> https://FreeCourseWeb.com



Get Latest Apps Tips and Tricks -->> https://AppWikia.com



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