Courses
Bachelor
2025/2026
Machine Learning 1
Type:
Compulsory course (Computational Social Sciences)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 1, 2 module
Online hours:
20
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
56
Bachelor
2025/2026
Machine Learning 1
Type:
Compulsory course (Economics and Data Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 1, 2 module
Online hours:
20
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
56
Master
2025/2026
Machine Learning 1
Type:
Elective course (Modern Computer Science)
Delivered by:
Joint Department with Yandex
Where:
Faculty of Computer Science
When:
1 year, 1, 2 module
Open to:
students of one campus
Instructors:
Andrey V. Zimovnov
Language:
Russian
ECTS credits:
6
2025/2026
Machine Learning 1
Type:
Mago-Lego
Delivered by:
Joint Department with Yandex
Where:
Faculty of Computer Science
When:
1, 2 module
Open to:
students of one campus
Instructors:
Andrey V. Zimovnov
Language:
Russian
ECTS credits:
6
Contact hours:
56
2025/2026
Machine Learning 1
Type:
Optional course (faculty)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
1, 2 module
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
Type:
Compulsory course (Data Science and Business Analytics)
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:
Овчинников Всеволод Александрович,
Saraa Ali,
Alexey Boldyrev,
Kirill Bykov,
Maksim Karpov,
Aleksandr Khizhik
Language:
English
ECTS credits:
3
Contact hours:
56
Bachelor
2025/2026
Machine Learning 1
Type:
Elective course (HSE/NES Programme in Economics)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 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
Type:
Elective course (HSE/NES Programme in Economics)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
4 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
Type:
Compulsory course (Applied Mathematics and Information Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 1, 2 module
Online hours:
20
Open to:
students of all HSE University campuses
Instructors:
Петров Олег Евгеньевич,
Пономарчук Анна Сергеевна,
Бурлова Альбина Сергеевна,
Петров Олег Евгеньевич,
Mark Blumenau,
Nikita Morozov,
Ilya Nikitin,
Elena Semerova,
Evgeny Sokolov,
Filipp Ulyankin
Language:
Russian
ECTS credits:
6
Contact hours:
56
Bachelor
2025/2026
Machine Learning 1
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
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:
Черномордин Родион Романович,
Бурлова Альбина Сергеевна,
Алёхина Екатерина Сергеевна,
Пономарчук Анна Сергеевна,
Ершов Иван Петрович,
Черномордин Родион Романович,
Ершов Иван Петрович,
Бурлова Альбина Сергеевна,
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
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
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
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,
Башарин Денис Витальевич,
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
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