• Stars
    star
    123
  • Rank 290,145 (Top 6 %)
  • Language
  • Created about 5 years ago
  • Updated over 1 year ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Master mathematics for machine learning, Artificial Intelligence. A curated list of awesome mathematics resources.

Math Mastery

Master mathematics for machine learning, Artificial Intelligence. A curated list of awesome mathematics resources. The credits for this curriculum go to rossant. I've merely wrapped it, adding in my own resources.

Contents

General Resources

Learning Platforms

Learn to Learn

Questions and Answers

Encyclopedia

Books

Blogs

Misc

Lecture Notes

Foundations of Mathematics

Foundations of Machine Learning

Set Theory

Logic

Category Theory

Homotopy Type Theory

Surreal Numbers

Number Theory

Algebraic Number Theory

Analytic Number Theory

Algebra

Abstract Algebra

Group Theory

Linear Algebra

Ring Theory

Galois Theory

Lie Algebras

Combinatorics

Graph Theory

Geometry and Topology

Differential Geometry

Algebraic Geometry

Topology

Algebraic Topology

Analysis

Real Analysis

Harmonic Analysis

Complex Analysis

Functional Analysis

Measure Theory

Ordinary Differential Equations

Partial Differential Equations

Probability and Statistics

Probability Theory

Statistics

Statistical Learning

Stochastic processes

Numerical Analysis

Signal processing

Mathematics for Computer Science

Mathematical Biology

Mathematical Physics

License

CC0

To the extent possible under law, Cyrille Rossant has waived all copyright and related or neighboring rights to this work.