Nikita Zhivotovskii: Katalogdaten im Frühjahrssemester 2021

NameHerr Dr. Nikita Zhivotovskii
DepartementMathematik
BeziehungDozent

NummerTitelECTSUmfangDozierende
401-2684-00LMathematics of Machine Learning Information 5 KP2V + 1UA. Bandeira, N. Zhivotovskii
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.