Courses
Master
2026/2027
Machine and Deep Learning in the Humanities
Type:
Compulsory course (Digital Humanities)
Delivered by:
School of Linguistics
Where:
Faculty of Humanities
When:
2 year, 1, 2 module
Open to:
students of one campus
Instructors:
Дмитриева Анна Андреевна
Language:
Russian
ECTS credits:
6
Contact hours:
48
2026/2027
Machine and Deep Learning in the Humanities
Type:
Mago-Lego
Delivered by:
School of Linguistics
Where:
Faculty of Humanities
When:
1, 2 module
Open to:
students of one campus
Instructors:
Дмитриева Анна Андреевна
Language:
Russian
ECTS credits:
6
Contact hours:
48
Master
2026/2027
Machine-dependent Сompiler Оptimizations
Type:
Elective course (System Programming)
Where:
Faculty of Computer Science
When:
2 year, 1 module
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
3
Contact hours:
28
2026/2027
Machine-dependent Сompiler Оptimizations
Language:
Russian
ECTS credits:
3
Contact hours:
28
Master
2026/2027
Machine Leaning and System Security
Type:
Compulsory course (Information Security and Artificial Intelligence Technologies)
Delivered by:
Department of Cyber-Physical Systems Information Security
When:
1 year, 3, 4 module
Open to:
students of one campus
Instructors:
Aleksey Kuvshinov
Language:
Russian
ECTS credits:
6
Contact hours:
80
2026/2027
Machine Leaning and System Security
Type:
Mago-Lego
Delivered by:
Department of Cyber-Physical Systems Information Security
When:
3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
80
Bachelor
2026/2027
Machine Learing for Retail
Type:
Elective course (Applied Mathematics and Information Science)
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:
5
Contact hours:
56
Master
2026/2027
Machine Learning
Type:
Elective course (Data Science)
Delivered by:
School of Data Analysis and Artificial Intelligence
Where:
Faculty of Computer Science
When:
1 year, 1-4 module
Open to:
students of one campus
Instructors:
Sergey I. Nikolenko
Language:
Russian
ECTS credits:
12
Contact hours:
120
2026/2027
Machine Learning
Type:
Optional course (faculty)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3, 4 module
Online hours:
50
Open to:
students of one campus
Instructors:
Vladislav Gusev
Language:
Russian
ECTS credits:
6
Contact hours:
64
Bachelor
2026/2027
Machine Learning
Type:
Compulsory course (Information Security)
Delivered by:
Department of Cyber-Physical Systems Information Security
When:
3 year, 1, 2 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
60
Bachelor
2026/2027
Machine Learning
Type:
Compulsory course (Information Security)
Delivered by:
Department of Cyber-Physical Systems Information Security
When:
2 year, 3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
60
Specialist
2026/2027
Machine Learning
Type:
Compulsory course (Cyber Security)
Delivered by:
Department of Computer Security
When:
3 year, 1, 2 module
Open to:
students of one campus
Instructors:
Olga V. Valba
Language:
Russian
ECTS credits:
4
Contact hours:
40
Bachelor
2026/2027
Machine Learning
Type:
Compulsory course (Data Analysis Technologies in Business)
Delivered by:
Department of Business Informatics
When:
2 year, 2, 3 module
Open to:
students of one campus
Instructors:
Ахмад Авс
Language:
Russian
ECTS credits:
5
Contact hours:
80
Master
2026/2027
Machine Learning
Type:
Elective course (Data Analytics and Social Statistics)
Delivered by:
International Laboratory for Applied Network Research
Where:
Faculty of Social Sciences
When:
1 year, 3 module
Online hours:
40
Open to:
students of one campus
Language:
English
ECTS credits:
3
Contact hours:
24
Master
2026/2027
Machine Learning
Type:
Elective course (Data Analytics and Social Statistics)
Delivered by:
International Laboratory for Applied Network Research
Where:
Faculty of Social Sciences
When:
1 year, 3 module
Online hours:
40
Open to:
students of one campus
Language:
English
ECTS credits:
3
Contact hours:
24
Bachelor
2026/2027
Machine Learning
Type:
Compulsory course (Business Informatics)
Delivered by:
Department of Business Informatics
When:
2 year, 3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
3
Contact hours:
48
Master
2026/2027
Machine Learning
Type:
Compulsory course (Artificial Intelligence in Marketing and Product Management)
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
Bachelor
2026/2027
Machine Learning
Type:
Compulsory 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
Instructors:
Корпачев Сергей Сергеевич
Language:
Russian
ECTS credits:
5
Contact hours:
68
Postgraduate course
2026/2027
Machine Learning
Type:
Elective course
Delivered by:
School of Data Analysis and Artificial Intelligence
Where:
Faculty of Computer Science
When:
1 year, 1 semester
Open to:
students of one campus
Instructors:
Attila Kertesz-Farkas
Language:
English
ECTS credits:
4
Contact hours:
36
Bachelor
2026/2027
Machine Learning
Type:
Compulsory course (Economics and Statistics)
Delivered by:
Department of Applied Economics
Where:
Faculty of Economic Sciences
When:
3 year, 3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
72