Master 2022/2023

Mentor's Seminar "Math of Machine Learning "

Type: Compulsory course (Math of Machine Learning)

Area of studies: Applied Mathematics and Informatics

Delivered by: Department of Complex System Modelling Technologies

Where: Faculty of Computer Science

When: 1 year, 1, 2 module

Mode of studies: offline

Open to: students of one campus

Instructors: Alexey Naumov

Master’s programme: Math of Machine Learning

Language: English

ECTS credits: 6

Contact hours: 48

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.