Margarita Burova
- Senior Lecturer:Faculty of Computer Science / Big Data and Information Retrieval School
- Programme Academic Supervisor:Master of Data Science
- Margarita Burova has been at HSE University since 2012.
Courses (2023/2024)
- Advanced Data Analysis and Visualisation in Python (Bachelor’s programme; Faculty of Social Sciences; 3 year, 3, 4 module)Rus
- Basics of Data Analysis in International Relations (Bachelor’s programme; Faculty of World Economy and International Affairs; 2 year, 1, 2 module)Rus
- Computer Vision (Optional course (faculty); 1, 2 module)Eng
Data Analysis in Python (Bachelor’s programme; Faculty of Creative Industries; field of study "50.03.02. Изящные искусства", field of study "54.03.01. Дизайн", field of study "54.03.01. Дизайн"; 3 year, 3, 4 module)Rus
- DevOps (Optional course (faculty); 1, 2 module)Eng
Introduction into Python (Bachelor’s programme; Graduate School of Business; field of study "38.03.02. Менеджмент", field of study "38.03.02. Менеджмент", field of study "38.03.02. Менеджмент"; 2 year, 3 module)Rus
- Introduction to Data Science (Bachelor’s programme; Graduate School of Business; 2 year, 4 module)Rus
- Large Scale Machine Learning 1 (Optional course (faculty); 1, 2 module)Eng
- Mentor's Seminar (Master’s programme; Faculty of Computer Science; 1 year, 1-4 module)Eng
- Mentor's Seminar (Master’s programme; Faculty of Computer Science; 2 year, 1, 2 module)Eng
- Probability Theory (Master’s programme; Faculty of Computer Science; 1 year, 3 module)Eng
- Programming in Python (Bachelor’s programme; Faculty of Social Sciences; 1 year, 3 module)Rus
- Python Advanced (Master’s programme; Faculty of Computer Science; 1 year, 2 module)Eng
- Python Basic (Master’s programme; Faculty of Computer Science; 1 year, 1 module)Eng
- SQL (Master’s programme; Faculty of Computer Science; 1 year, 4 module)Eng
- Past Courses
Courses (2022/2023)
- Advanced Data Analysis and Visualisation in Python (Bachelor’s programme; Faculty of Social Sciences; 3 year, 3, 4 module)Rus
- Basics of Data Analysis in International Relations (Bachelor’s programme; Faculty of World Economy and International Affairs; 2 year, 1, 2 module)Rus
- Digital Literacy (Bachelor’s programme; Faculty of Creative Industries; 1 year, 3 module)Rus
- Digital Literacy (Bachelor’s programme; Faculty of World Economy and International Affairs; 1 year, 1 module)Rus
Digital Literacy (Bachelor’s programme; Faculty of Humanities; field of study "58.03.01. Востоковедение и африканистика", field of study "58.03.01. Востоковедение и африканистика", field of study "58.03.01. Востоковедение и африканистика", field of study "45.03.01. Филология"; 1 year, 2 module)Rus
- Excel for Data Analysis (Bachelor’s programme; School of Foreign Languages; 4 year, 3 module)Rus
- Introduction into Python (Bachelor’s programme; School of Foreign Languages; 2 year, 3 module)Rus
- Introduction to Data Science (Bachelor’s programme; Graduate School of Business; 2 year, 4 module)Rus
Mentor's Seminar (Master’s programme; Faculty of Computer Science; field of study "01.04.02. Прикладная математика и информатика", field of study "01.04.02. Прикладная математика и информатика"; 1 year, 1-3 module)Eng
- Programming in Python (Bachelor’s programme; Faculty of Economic Sciences; 2 year, 3 module)Rus
- Programming in Python (Bachelor’s programme; Faculty of Urban and Regional Development; 2 year, 3 module)Rus
- Programming in Python (Bachelor’s programme; Faculty of Geography and Geoinformation Technology; 2 year, 3 module)Rus
- Programming in Python (Bachelor’s programme; Faculty of Social Sciences; 1 year, 3 module)Rus
Courses (2021/2022)
- Basics of Data Analysis in International Relations (Bachelor’s programme; Faculty of World Economy and International Affairs; 2 year, 1, 2 module)Rus
- Data-Culture (Bachelor’s programme; School of Foreign Languages; 1 year, 3, 4 module)Rus
- Digital Literacy (Bachelor’s programme; Faculty of World Economy and International Affairs; 1 year, 1, 2 module)Rus
Digital Literacy (Bachelor’s programme; Faculty of Humanities; field of study "58.03.01. Востоковедение и африканистика", field of study "45.03.01. Филология"; 1 year, 1, 2 module)Rus
- Excel for Data Analysis (Bachelor’s programme; School of Foreign Languages; 4 year, 3 module)Rus
- Introduction to Data Science (Bachelor’s programme; Graduate School of Business; 2 year, 4 module)Rus
- Programming in Python (Bachelor’s programme; Faculty of Urban and Regional Development; 3 year, 1, 2 module)Rus
- Programming in Python (Bachelor’s programme; Faculty of Economic Sciences; 3 year, 1, 2 module)Rus
- Programming in Python (Bachelor’s programme; Faculty of Economic Sciences; 2 year, 3 module)Rus
- Programming in Python (Bachelor’s programme; Faculty of Social Sciences; 1 year, 4 module)Rus
- Programming in Python (Bachelor’s programme; Faculty of Social Sciences; 1 year, 3, 4 module)Rus
- Programming in Python (Bachelor’s programme; Faculty of Geography and Geoinformation Technology; 2 year, 3 module)Rus
Programming in Python (Bachelor’s programme; Faculty of Creative Industries; field of study "42.03.02. Журналистика", field of study "42.03.05. Медиакоммуникации"; 1 year, 3 module)Rus
Courses (2020/2021)
- Basics of Data Analysis in International Relations (Bachelor’s programme; Faculty of World Economy and International Affairs; 2 year, 1, 2 module)Rus
- Digital Literacy (Bachelor’s programme; School of Foreign Languages; 1 year, 3, 4 module)Rus
Digital Literacy (Bachelor’s programme; Faculty of Humanities; field of study "45.03.01. Филология", field of study "46.03.01. История", field of study "58.03.01. Востоковедение и африканистика", field of study "58.03.01. Востоковедение и африканистика", field of study "58.03.01. Востоковедение и африканистика"; 1 year, 1, 2 module)Rus
- Excel for Data Analysis (Bachelor’s programme; School of Foreign Languages; 4 year, 3 module)Rus
- Introduction to Data Science (Master’s programme; Graduate School of Business; 1 year, 3 module)Rus
- Python for Data Extraction and Data Mining (Bachelor’s programme; School of Foreign Languages; 2 year, 4 module)Rus
Python for Data Extraction and Data Mining (Bachelor’s programme; Faculty of Creative Industries; field of study "42.03.02. Журналистика", field of study "42.03.01. Реклама и связи с общественностью"; 2 year, 3 module)Rus
- Python for Data Extraction and Data Mining (Bachelor’s programme; Faculty of Social Sciences; 1 year, 3, 4 module)Rus
- Python for Data Extraction and Data Mining (Bachelor’s programme; Faculty of Social Sciences; 1 year, 4 module)Rus
Courses (2019/2020)
- Basics of Data Analysis in International Relations (Bachelor’s programme; Faculty of World Economy and International Affairs; 2 year, 1, 2 module)Rus
- Big Data analysis technologies (Bachelor’s programme; Faculty of Social Sciences; 1 year, 4 module)Rus
- Digital Literacy (Bachelor’s programme; Faculty of World Economy and International Affairs; 1 year, 1, 2 module)Rus
Digital Literacy (Bachelor’s programme; Faculty of Humanities; field of study "58.03.01. Востоковедение и африканистика", field of study "58.03.01. Востоковедение и африканистика"; 1 year, 3, 4 module)Rus
- Excel for Data Analysis (Bachelor’s programme; School of Foreign Languages; 4 year, 3 module)Eng
Courses (2018/2019)
- Artificial Intelligence and Big Data (Bachelor’s programme; Faculty of Creative Industries; 1 year, 3, 4 module)Rus
- Basics of Data Analysis in International Relations (Bachelor’s programme; Faculty of World Economy and International Affairs; 2 year, 1, 2 module)Rus
- Big Data analysis technologies (Bachelor’s programme; Faculty of Social Sciences; 1 year, 4 module)Rus
- Digital Literacy (Bachelor’s programme; Faculty of World Economy and International Affairs; 1 year, 1 module)Rus
- Excel Skills for Business: Essentials (Bachelor’s programme; School of Foreign Languages; 4 year, 3 module)Eng
- Research Seminar (Bachelor’s programme; Faculty of Social Sciences; 1 year, 3, 4 module)Rus
Courses (2017/2018)
- Basics of Data Analysis in International Relations (Bachelor’s programme; Faculty of World Economy and International Affairs; 2 year, 4 module)Rus
- Research Seminar (Bachelor’s programme; Faculty of Social Sciences; 1 year, 3, 4 module)Rus
Publications2
- Chapter Kurmukov A., Dodonova Y., Burova M., Mussabayeva A., Petrov D., Faskowitz J., Zhukov L. E. Topological modules of human brain networks are anatomically embedded: evidence from modularity analysis at multiple scales, in: Computational Aspects and Applications in Large-Scale Networks. Springer Proceedings in Mathematics & Statistics Vol. 247. Springer, 2018. doi P. 299-308. doi
- Article Гулевич О. А., Орел Е. А., Бурова М. Б. Почему психологи не знают математику? Влияние актуализации профессиональных стереотипов на решение математических задач // Психология. Журнал Высшей школы экономики. 2017. Т. 14. № 1. С. 88-104.
HSE Master of Data Science Programme Is among Finalists of Digital Learning 2022
The HSE's Master of Data Science programme reached the final of the Digital Learning 2022 Award in the online programmes category, as well as winning the audience award. HSE was the only university to reach the final. Nominees from the world of business competed side by side with the first English-language master's programme in Russia implemented entirely online.
How the Faculty of Computer Science Switched Online
From March 17, HSE University has made all classes online. Here’s how the Faculty was able to do that, as well as celebrate Faculty’s birthday, talk to prospective students, and develop a new YouTube channel.