Math Resources
This page curates practical resources for reviewing math used in AI models.
Linear Algebra
- 3Blue1Brown: Essence of Linear Algebra
- MIT 18.06 Linear Algebra
Calculus and Optimization
- 3Blue1Brown: Essence of Calculus
- Stanford CS231n optimization notes
Probability, Statistics, and Information Theory
- ProbabilityCourse.com
- Elements of Information Theory (Cover & Thomas)