Educational Resources

Machine Learning

Stanford course on Introduction to machine learning by Andrew Ng

https://youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU

Data science courses from Kaggle

https://www.kaggle.com/learn

List of free and/or open source books on machine learning, statistics, data

https://github.com/josephmisiti/awesome-machine-learning/blob/master/books.md

1000 ML Methods

https://paperswithcode.com/methods

A visual way to learn machine learning

http://www.r2d3.us/visual-intro-to-machine-learning-part-1/

Learn from experts at Google

https://ai.google/build/machine-learning/

Python 101 by Olof Paulson

https://scrimba.com/scrim/c9Bv3wc8

Machine Learning Systems

https://www.youtube.com/@StanfordMLSysSeminars