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Math/ML Resources


Title Format Notes
What Is Mathematics BOOK
Probability Through Problems PDF ; BOOK Best introductory probability book out there. Learn by discovering!
Essential Linear Algebra with Applications: A Problem-Solving Approach BOOK Learn linear algebra through problems.
Principles And Techniques In Combinatorics BOOK ; PDF Beautiful book: simple, clear explanations, no filler, challenging problems
Putnam And Beyond BOOK Lots of challenging math problems from various competitions.
Game Theory Evolving BOOK Good introduction to evolutionary game theory, with example problems.

Computer Science

Title Format Notes
Information Theory And Coding YouTube Lectures
Elements Of Information Theory (2nd Ed.) PDF ; BOOK

Machine Learning

Title Format Notes
A Tutorial On Deep Learning (Pt 1, Pt 2) PDF

Tags: informationTheory , ml , recommendations , probability