Math Courses

Mathematics for AI / ML / LLM

Complete math foundation for AI, ML & LLMs

self-paced5 stepsintermediate

A structured, open-source curriculum covering 25 domains of mathematics essential for AI, Machine Learning, and Large Language Models - from foundational concepts to cutting-edge research. Includes 115+ interactive Jupyter notebooks with theory, exercises, and visualizations.

Mathematics for Machine Learning

ML math from Imperial College London

~40 hours4 stepsintermediate

Imperial College London's specialization on Coursera covering linear algebra, multivariate calculus, and PCA. Build the mathematical foundation needed for ML. Free to audit.