Courses
2026/2027
Mathematical Aspects of EEG and MEG Based Neuroimaging
Type:
Mago-Lego
Delivered by:
Institute for Cognitive Neuroscience
Open to:
students of one campus
Instructors:
Белокопытов Антон Сергеевич
Language:
Russian
ECTS credits:
3
Contact hours:
56
2026/2027
Mathematical Constructor
Type:
Optional course (faculty)
Delivered by:
Faculty of Mathematics
Where:
Faculty of Mathematics
When:
3 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
24
2026/2027
Mathematical Foundations and Applications of Neural Networks
Type:
Optional course (faculty)
Delivered by:
Faculty of Mathematics
Where:
Faculty of Mathematics
When:
2 module
Open to:
students of all HSE University campuses
Language:
English
ECTS credits:
3
Contact hours:
28
Master
2026/2027
Mathematical Foundations of Machine Learning
Type:
Compulsory course (Artificial Intelligence Technologies in Telecommunications)
Delivered by:
School of Electronic Engineering
When:
1 year, 3 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
20
2026/2027
Mathematical Foundations of Machine Learning
Type:
Mago-Lego
Delivered by:
School of Electronic Engineering
When:
3 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
20
Bachelor
2026/2027
Mathematical Foundations of Neural Network Models
Type:
Elective course (Applied Mathematics and Information Science)
Delivered by:
Joint Department with the Marchuk Institute of Numerical Mathematics of the Russian Academy of Sciences (INM RAS)
Where:
Faculty of Computer Science
When:
4 year, 3 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
4
Contact hours:
40
Bachelor
2026/2027
Mathematical Foundations of Neural Network Models (Advanced Course)
Type:
Elective course (Applied Mathematics and Information Science)
Delivered by:
Joint Department with the Marchuk Institute of Numerical Mathematics of the Russian Academy of Sciences (INM RAS)
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
80
Bachelor
2026/2027
Mathematical Foundations of Quantitative Analysis and Financial Technologies
Type:
Elective course (Applied Mathematics)
Delivered by:
School of Applied Mathematics
When:
3 year, 3 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
80
Master
2026/2027
Mathematical Foundations of Quantitative Analysis (Project Seminar)
Type:
Compulsory course (Systems Analysis and Mathematical Technologies)
Delivered by:
School of Applied Mathematics
When:
1 year, 1-4 module
Open to:
students of one campus
Instructors:
Natalia Sizykh
Language:
Russian
ECTS credits:
6
Contact hours:
112
2026/2027
Mathematical Foundations of Quantum Mechanics
Type:
Optional course (faculty)
Delivered by:
Faculty of Mathematics
Where:
Faculty of Mathematics
When:
1, 2 module
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
60
Master
2026/2027
Mathematical Foundations of Reinforcement learning
Type:
Elective course (Math of Machine Learning)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 2 module
Open to:
students of one campus
Language:
English
ECTS credits:
3
Contact hours:
28
2026/2027
Mathematical Foundations of Reinforcement learning
Type:
Mago-Lego
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
28
Bachelor
2026/2027
Mathematical Logic
Type:
Compulsory course
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 1, 2 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
48
Bachelor
2026/2027
Mathematical Logic and Set Theory
Type:
Elective course (Applied Mathematics and Information Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
1 year, 2-4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
164
Specialist
2026/2027
Mathematical Logic and Theory of Alghorithms
Type:
Compulsory course (Cyber Security)
Delivered by:
School of Applied Mathematics
When:
2 year, 3, 4 module
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
3
Contact hours:
64
Bachelor
2026/2027
Mathematical Logic through Python
Type:
Elective course (Applied Mathematics and Information Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
80
Master
2026/2027
Mathematical methods and computer technology (mentor seminar)
Type:
Compulsory course (Systems Analysis and Mathematical Technologies)
Delivered by:
School of Applied Mathematics
When:
2 year, 1-3 module
Open to:
students of one campus
Instructors:
Lev Shchur
Language:
Russian
ECTS credits:
9
Contact hours:
50
Master
2026/2027
Mathematical Methods and Tools for Quantitative Analysis (Mentor Seminar)
Type:
Compulsory course (Systems Analysis and Mathematical Technologies)
Delivered by:
School of Applied Mathematics
When:
1 year, 2-4 module
Open to:
students of one campus
Instructors:
Dmitry Sizykh
Language:
Russian
ECTS credits:
5
Contact hours:
58
Bachelor
2026/2027
Mathematical Methods for Data Analysis
Type:
Compulsory course (Software Engineering)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 1, 2 module
Online hours:
10
Open to:
students of one campus
Language:
English
ECTS credits:
5
Contact hours:
56
Bachelor
2026/2027
Mathematical Methods for Distributed Ledger Systems
Type:
Elective course (Software Engineering)
Delivered by:
School of Software Engineering
Where:
Faculty of Computer Science
When:
4 year, 1-3 module
Open to:
students of all HSE University campuses
Instructors:
Yury Yanovich
Language:
English
ECTS credits:
10
Contact hours:
60