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Master’s Programme 'Machine Learning and Data Analysis'

HSE Campus in St PetersburgMaster's programmesSchool of Computer Science, Physics and Technology

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01.04.02 Applied Mathematics and Informatics

Master’s Programme

Machine Learning and Data Analysis

Courses

2021 – 2022
2022 – 2023
2023 – 2024
2024 – 2025
2025 – 2026
2026 – 2027
  • 1 курс 1 модуль - 5 курс 5 модуль
Language
Russian
English
Course type
Track
Students` selection
Instructors
 
Courses:AlphabeticallyBy course type
Unix and scripting languages
Compulsory
Russian
Web Search
Compulsory
Russian
LLM-powered Agent Systems
Elective
Russian
Никишин Андрей Павлович
Савельев Александр Геннадьевич
Image Analysis
Elective
Russian
Никишин Андрей Павлович
Савельев Александр Геннадьевич
Image Analysis
Elective
Russian
Sirotkin, Alexander
Introduction to Recommender Systems
Elective
Russian
Sirotkin, Alexander
Introduction to Recommender Systems
Elective
Russian
Higher Mathematics and Mathematical Statistics
Compulsory
Russian
Higher Mathematics and Mathematical Statistics
Compulsory
Russian
Generative Methods in Machine Learning
Elective
Russian
Generative Models in Machine Learning
Compulsory
Russian
Deep Learning
Compulsory
Russian
Deep Learning in Computer Vision Tasks
Elective
Russian
Graph Neural Networks
Elective
Russian
Machine Learning Engineering
Elective
Russian
Information Retrieval and Ranking
Elective
English
Information Retrieval and Ranking
Elective
English
Machine Learning
Compulsory
Russian
Machine Learning
Compulsory
Russian
Large-Scale Machine Learning
Compulsory
Russian
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