Master 2025/2026

Mentor's Seminar "Math of Machine Learning "

ID 825076

Category 'Best Course for Career Development'

Category 'Best Course for Broadening Horizons and Diversity of Knowledge and Skills'

Category 'Best Course for New Knowledge and Skills'

Type: Compulsory course (Math of Machine Learning)

Delivered by: Big Data and Information Retrieval School

Where: Faculty of Computer Science

When: 2 year, 1-3 module

Open to: students of one campus

Instructors: Alexey Naumov, Marina Sheshukova

Language: English

ECTS credits: 9

Course Syllabus

Abstract

This seminar is devoted to the problems of Mathematics and Computer Science and covers areas such as Mathematical Statistics, Machine Learning, Random Matrix Theory, Optimization, Machine learning etc.