Free Resources

These websites, videos, online books, and other materials are not just free but QUALITY materials. These are the materials that I recommend. There are many free materials online however most of them are garbage and waste your time.

Books

An Introduction to Mathematical Statistics and Its Applications

Mathematics for Machine Learning

An Introduction to Statistical Learning

Deep Learning

Videos

Ben Lambert (Best for Econometrics)

Patrick JMT (Best for Math)

StatQuest (Best Machine Learning)

The Bright Side of Mathematics (Best for Measure Theory)

CMU Computer Architecture

Websites

Duke University (Best for Time-Series)