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Machine Learning Reading List

This repository maintains a reading list of Machine Learning technologies, algorithms and API's. You'll find tons of tools, ideas and tutorials to get started experimenting with Machine Learning in Javascript.

CMGT students can find the accompanying PRG08 course materials here




Contents


Disclaimer

Some of the code examples and links may be outdated or expired, please make an issue or a pull request if you have any updates or suggestions!




Quick Introduction

Check out the quick introduction to check what ML problems you can solve with javascript, including code examples!



What is Machine Learning?

Books and videos that help you learn the main concepts. Find a book or video that works for you and get started!

brilliant

Designing for AI

Algorithms in Javascript

Images

Text and speech

Games

API's

Creative Coding





No Code Machine Learning

Tools for training a model without programming

runway

lobe

teachable

  • Google's Teachable Machine can export a machine learning model for use with Javascript in TensorFlowJS or ML5.js.

  • Obviously.ai can train a model with CSV data right in the browser.



Hardware

adafruit



Datasets

Pre-trained models



Community



Demos and tutorials

playground




SelfDrivingCar

https://xkcd.com/1925/

About

Reading List for Machine Learning sources, API's, ideas and tutorials.

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