Courses
Master
2026/2027
Fundamentals of Machine Learning with Applications in Finance
Type:
Elective course (Financial Markets and Institutions)
Delivered by:
Department of Financial Market Infrastructure
Where:
Faculty of Economic Sciences
When:
1 year, 2 module
Open to:
students of one campus
Instructors:
Sergey V. Kurochkin
Language:
Russian
ECTS credits:
3
Contact hours:
40
Master
2026/2027
Fundamentals of Machine Learning with Applications in Finance
Type:
Elective course (Financial Markets and Institutions)
Delivered by:
Department of Financial Market Infrastructure
Where:
Faculty of Economic Sciences
When:
1 year, 2 module
Open to:
students of one campus
Instructors:
Sergey V. Kurochkin
Language:
Russian
ECTS credits:
3
Contact hours:
40
2026/2027
Fundamentals of Machine Learning with Applications in Finance
Type:
Mago-Lego
Delivered by:
Master's Programmes Curriculum Support
Where:
Faculty of Economic Sciences
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
24
2026/2027
Fundamentals of Machine Learning with Applications in Finance
Type:
Mago-Lego
Delivered by:
Department of Financial Market Infrastructure
Where:
Faculty of Economic Sciences
Open to:
students of one campus
Instructors:
Sergey V. Kurochkin
Language:
Russian
ECTS credits:
3
Contact hours:
40
Bachelor
2026/2027
Fundamentals of Mathematical Analysis and Information and Communication Technologies
Type:
Compulsory course
Delivered by:
Faculty of World Economy and International Affairs
When:
1 year, 1 semester
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
72
Bachelor
2026/2027
Fundamentals of Mathematical Economics
Type:
Elective course
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 1, 2 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
4
Contact hours:
68
2026/2027
Fundamentals of Mathematical Modeling of Human Behavior
Type:
Minor
Delivered by:
School of Applied Mathematics
Open to:
students of all HSE University campuses
Instructors:
Ihor Lubashevsky
Language:
Russian
ECTS credits:
5
Bachelor
2026/2027
Fundamentals of Matrix Computations
Type:
Compulsory course (Computing and Data 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
Instructors:
Nikita Medved
Language:
Russian
ECTS credits:
4
Contact hours:
80
Bachelor
2026/2027
Fundamentals of Matrix Computations
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 all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
80
Master
2026/2027
Fundamentals of Matrix Computations
Type:
Elective course (Modern Computer Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
1 year, 3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
80
2026/2027
Fundamentals of Matrix Computations
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:
6
Contact hours:
80
Bachelor
2026/2027
Fundamentals of Modern Optics
Type:
Compulsory course (Physics)
Delivered by:
Joint Department of Quantum Optics and Nanophotonics with the Institute for Spectroscopy (RAS)
Where:
Faculty of Physics
When:
4 year, 1-3 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
7
Contact hours:
64
Bachelor
2026/2027
Fundamentals of Modern Physics: Quantum Microphysics
Type:
Compulsory course (Physics)
Delivered by:
Faculty of Physics
Where:
Faculty of Physics
When:
3 year, 1, 2 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
4
Contact hours:
64
Master
2026/2027
Fundamentals of Molecular Phytopathology and Plant Protection
Type:
Compulsory course (Bioinformatics in Agrobiotechnology)
Delivered by:
Institute for Agrarian Studies
Where:
Research Departments
When:
1 year, 3 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
40
2026/2027
Fundamentals of Molecular Phytopathology and Plant Protection
Type:
Mago-Lego
Delivered by:
Institute for Agrarian Studies
Where:
Research Departments
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
40
Master
2026/2027
Fundamentals of Monetization in Data Science
Type:
Elective course (Machine Learning in a Digital Product)
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:
Russian
ECTS credits:
3
Contact hours:
28
2026/2027
Fundamentals of Monetization in Data Science
Type:
Mago-Lego
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
28
Bachelor
2026/2027
Fundamentals of Money Circulation in the Russian Federation
Type:
Compulsory course (Law)
Delivered by:
School of Public Law
Where:
Faculty of Law
When:
4 year, 1 module
Open to:
students of one campus
Instructors:
Лисицын Андрей Юрьевич
Language:
Russian
ECTS credits:
3
Contact hours:
40
Master
2026/2027
Fundamentals of Nanophotonics
Type:
Compulsory course (Physics)
Delivered by:
Joint Department of Quantum Optics and Nanophotonics with the Institute for Spectroscopy (RAS)
Where:
Faculty of Physics
When:
1 year, 1-4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
12
Contact hours:
80
2026/2027
Fundamentals of Nanophotonics
Type:
Mago-Lego
Delivered by:
Joint Department of Quantum Optics and Nanophotonics with the Institute for Spectroscopy (RAS)
Where:
Faculty of Physics
Open to:
students of one campus
Instructors:
Pavel N. Melentiev
Language:
Russian
ECTS credits:
12
Contact hours:
80