Mathematics for Machine Learning — Ulrike von Luxburg, 2020/21
89 videos • 153,453 views • by Tübingen Machine Learning Lectures of the course "Mathematics for Machine Learning" by Ulrike von Luxburg, University of Tübingen, Winter Term 2020/21. Updated slides (with typos corrected) on the course webpage: http://www.tml.cs.uni-tuebingen.de/te... The lecture is intended as a recap for master students in computer science. Much of the material should be known to the students, so the lecture proceeds quicker and less thorough than an introductory lecture (few examples, few proofs). Topics covered: Linear algebra, multivariate analysis, probability theory, statistics.