Mathematics Foundation &Mathematics for AI

Mathematics Foundation Introduction to Algebra and Calculus Basics of Probability and Statistics Linear Algebra Fundamentals Mathematics for AI Calculus for Neural Networks Linear Algebra for Data Representation Probability and Statistics for Machine Learning Optimization Theory Mathematical Logic and Proof Techniques Set Theory and Relations Combinatorics and Probability Theory Numerical Methods for AI Advanced Mathematics for AI