Machine Learning in JavaScript with TensorFlow.js

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This page supports the Machine Learning in JavaScript with TensorFlow.js course. Below you will find references, links to source code and additional resources for each section in the course, all in one place. For the course videos themselves, please visit the Udemy page for the course and ensure you are logged in.

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Latest TensorFlow.js & Machine Learning blog posts…

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Course support materials

General online resources

TensorFlow.js related JavaScript packages

  • tfjs-vis - Visualisation library for TensorFlow.js.
  • ML5.js site - This is a high level library built on TensorFlow.js.
  • hyperparameters - A library to help learn the optimal hyperparameters for a TensorFlow.js model. At an early stage of development but an exciting premise.

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Feedback on this course

If there's anything you expect to learn in this course but didn't, please get in touch. We may be able to add an extra lesson to the course, or at least point you to an appropriate online resource.

If there's content you want to see in a future course, please let us know! We may in future create courses on advanced TensorFlow.js topics and it would be helpful to have your feedback on what you'd like to see covered.