Courses
Bachelor
2025/2026
Machine Learning 1
Category 'Best Course for Career Development'
Category 'Best Course for New Knowledge and Skills'
Type:
Compulsory course (Data Science and Business Analytics)
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:
English
ECTS credits:
4
Contact hours:
68
Bachelor
2025/2026
Machine Learning 1
Category 'Best Course for New Knowledge and Skills'
Type:
Compulsory 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
Instructors:
Ершов Иван Петрович,
Бурлова Альбина Сергеевна,
Пономарчук Анна Сергеевна,
Ершов Иван Петрович,
Mikhail Baranov,
Ian Maximov,
Ilya Nikitin,
Irina Polyakova,
Elena Semerova,
Evgeny Sokolov,
Korney Tomashchuk,
Filipp Ulyankin,
Андреева Дарья Александровна
Language:
Russian
ECTS credits:
5
Contact hours:
80
2025/2026
Machine Learning 1
Type:
Mago-Lego
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
Online hours:
20
Open to:
students of all HSE University campuses
Instructors:
Петров Олег Евгеньевич,
Бурлова Альбина Сергеевна,
Пономарчук Анна Сергеевна,
Петров Олег Евгеньевич,
Mark Blumenau,
Egor Bugaev,
Fedor Buzaev,
Vasily Kakurin,
Ian Maximov,
Nikita Morozov,
Ilya Nikitin,
Elena Semerova,
Evgeny Sokolov,
Korney Tomashchuk,
Filipp Ulyankin
Language:
Russian
ECTS credits:
6
Contact hours:
56
Bachelor
2025/2026
Machine Learning 1
Category 'Best Course for New Knowledge and Skills'
Type:
Elective course (HSE/NES Programme in Economics)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 1, 2 module
Online hours:
50
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
64
Bachelor
2025/2026
Machine Learning 1
Category 'Best Course for New Knowledge and Skills'
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
Language:
Russian
ECTS credits:
7
Contact hours:
80
Bachelor
2025/2026
Machine Learning 1
Category 'Best Course for Career Development'
Category 'Best Course for New Knowledge and Skills'
Type:
Compulsory course (Economics 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:
Пак Александр Данилович,
Fedor Buzaev,
Alexandra Kogan,
Irina Polyakova,
Evgeny Sokolov,
Раевский Даниил Константинович
Language:
Russian
ECTS credits:
6
Contact hours:
80
Bachelor
2025/2026
Machine Learning 1
Category 'Best Course for New Knowledge and Skills'
Type:
Elective course (Computational Social Sciences)
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:
5
Contact hours:
80
Bachelor
2025/2026
Machine Learning 2
Type:
Compulsory course (Computing and Data Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Open to:
students of one campus
Instructors:
Evgeny Sokolov
Language:
Russian
ECTS credits:
6
Master
2025/2026
Machine Learning 2
Type:
Compulsory course (Applied Neural Network Technologies)
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:
English
ECTS credits:
6
Contact hours:
48
Master
2025/2026
Machine Learning 2
Type:
Compulsory course (Applied Neural Network Technologies)
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:
6
Contact hours:
48
2025/2026
Machine Learning 2
Type:
Mago-Lego
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
1, 2 module
Open to:
students of one campus
Language:
English
ECTS credits:
6
Contact hours:
48
2025/2026
Machine Learning 2
Type:
Mago-Lego
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
1, 2 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
48
Bachelor
2025/2026
Machine Learning 2
Type:
Elective course (Applied Mathematics and Information Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
80
Bachelor
2025/2026
Machine Learning 2
Type:
Compulsory course (Applied Mathematics and Information Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
80
Bachelor
2025/2026
Machine Learning 2
Type:
Elective course (Computational Social Sciences)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
80
Master
2025/2026
Machine Learning 2
Type:
Elective course (Modern Computer Science)
Delivered by:
Joint Department with Yandex
Where:
Faculty of Computer Science
When:
1 year, 3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
2025/2026
Machine Learning 2
Type:
Mago-Lego
Delivered by:
Joint Department with Yandex
Where:
Faculty of Computer Science
When:
3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
80
2025/2026
Machine Learning 2
Category 'Best Course for Career Development'
Category 'Best Course for New Knowledge and Skills'
Type:
Optional course (faculty)
Delivered by:
Undergraduate Programmes Curriculum Support
Where:
Faculty of Economic Sciences
When:
3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
64
Bachelor
2025/2026
Machine Learning 2
Type:
Compulsory course (Economics and Data Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
80
Master
2025/2026
Machine Learning (Advanced level)
Type:
Elective course (Economics and Economic Policy)
Delivered by:
Department of Theoretical Economics
Where:
Faculty of Economic Sciences
When:
1 year, 4 module
Open to:
students of all HSE University campuses
Instructors:
Pasha Andreyanov
Language:
English
ECTS credits:
3
Contact hours:
36