401-2684-00L  Mathematics of Machine Learning

SemesterFrühjahrssemester 2021
DozierendeA. Bandeira, N. Zhivotovskii
Periodizitätjährlich wiederkehrende Veranstaltung
LehrspracheEnglisch


KurzbeschreibungIntroductory course to Mathematical aspects of Machine Learning, including Supervised Learning, Unsupervised Learning, Sparsity, and Online Learning.
LernzielIntroduction to Mathematical aspects of Machine Learning.
InhaltMathematical aspects of Supervised Learning, Unsupervised Learning, Sparsity, and Online Learning. This course is a Mathematical course, with Theorems and Proofs.
Voraussetzungen / BesonderesNote for non Mathematics students: this class requires a certain degree of mathematical maturity--including abstract thinking and the ability to understand and write proofs.