Math
Resources
Category Theory
- Category Theory by Bartosz Milewski (Video)
- Category Theory for Programmers [Blog | PDF]
- Programming with Categories (Course)
- A Crash Course in Categories by Rúnar Bjarnason
- Hands-on category theory
Algebra
- Linear Algebra (Book)
- Intermediate Algebra (Book)
- Linear Algebra for Everyone (Book)
- Abstract Algebra (Video)
- Abstract Algebra I (Video)
- Sets, Groups, Rings and Algebras
- Introduction to Linear Algebra for Applied Machine Learning with Python
- An Intuitive Guide to Linear Algebra
Statistics
- A visual introduction to probability and statistics
- Probability, Mathematical Statistics, Stochastic Processes
- Probability and Statistics cookbook
- Markov Chains for programmers (Book)
Books
- Math's books
- American Institute of Mathematics
- Mathematics for programmers
- Math Foundations from Scratch
- Book of Proof
- The Feynman Lectures on Physics
FP Books
- Functional Algorithms, Verified!
- Purely Functional Data Structures (Amazon)
- Pearls of Functional Algorithm Design (Amazon)
Blogs
Hacker News
- The book that did it for you in math and/or CS?
- How to learn math from zero for adults?
- Serious mathematics books that can replace a good teacher?
- Lambda Calculus in 400 Bytes