Faculty of Computer Science Faculty of Computer Science

Faculty of Computer Science

Faculty of Computer Science Established in March 2014 3 Bachelor’s Programmes 1 7 Master’s Programmes 12 1 Doctoral School 8 2189 Students 274 177 Foreign Students 20 Research centre Laboratories Russian Science Foundation grants Faculty Members Vocational education programmes

Bachelor’s Programmes Data Science and Business Analytics Applied Mathematics and Information Science Software Engineering 147 4 students years 893 4 students 706 students years 4 years English Russian English

Master’s Programmes Statistical Learning Theory System and Software Engineering Data Science 42 students 2 years English 74 2 English students 163 students years 2 years Russian English

Master’s Programmes Financial Technologies and Data Analysis in Biology and Medicine System Programming 70 students 2 years Russian English 42 2 Russian English students 35 students years 2 years Russian English

Master of Data Science Online Programme The first English-taught fully online data science degree programme from a Russian university 3 tracks Data Scientist Machine Learning Engineer Researcher in Data Science 32 courses in 4 blocks Mathematics Programming Professional Project

Doctoral School Ph. D in Computer Science 40 students Theoretical Computer Science System Programming Artificial Intelligence Data Analysis 3 -4 years Russian English

Coursera Specializations 7 Advanced Machine Learning courses 6 Data Structure and Algorithms courses 5 Introduction to Discrete Mathematics for Computer Science courses 4 courses Mathematics for Data Science

Research Centre of Deep Learning and Bayesian Methods Samsung–HSE Laboratory of Financial Data Analysis Yandex Laboratory of Methods for Big Data Analysis International Laboratory for Intelligent Systems and Structural Analysis Laboratory of Process-Aware Information Systems International Laboratory of Stochastic Algorithms and High-Dimensional Inference Laboratory of Complex Systems Modelling and Control International Laboratory of Theoretical Computer Science Laboratory of Bioinformatics International Laboratory of Algebraic Topology and Its Applications Laboratory of Models and Methods of Computational Pragmatics

Joint Departments Yandex Department of Intelligent Technologies in System Analysis Control of the Federal Research Centre for Computer Science and Control Department of Technologies for Complex System Modelling of the Kharkevich Institute for Information Transmission Problems SAS Department of the Ivannikov Institute for System Programming

Partners

SBERBANK Financial Technologies and Data Analysis Joint Master’s Programme Hand-on work experience with data science experts Sberbank covers 100% of tuition fee for students Projects IDAO 2018 and 2019 Laboratory of Financial Data Analysis

SAMSUNG Samsung–HSE Laboratory Deep neural network sparsification and acceleration Uncertainty estimation and defences against adversarial attacks Loss-based learning for deep-structured prediction Projects Summer school on Deep Learning and Bayesian Methods

CERN HSE Univeristy is LHCb Associate Member at CERN Laboratory of Methods for Big Data Analysis (LAMBDA) Projects Annual CERN workshops in particle physics Summer School on Machine Learning in High Energy Physics

Schools Winter School on Math of Machine Learning Summer School on Machine Learning in High Energy Physics Summer School on Deep Learning and Bayesian Methods Summer School on Machine Learning in Bioinformatics

Rankings QS Overall QS Under 50 Mathematics QS QS Computer Science 2017 2018 2019 2020 411 -420 382 343 322 51 -60 48 38 38 151 -200 101 -150 351 -400 251 -300 201 -250 151 -200

Rankings THE Overall THE Under 50 2017 2018 2019 2020 401 -500 351 -400 301 -350 251 -300 96 84 60 THE Computer Science ARWU Mathematics 301 -400 2017 2018 2019 101 -150 76 -100 301 -400

Foreign Partner Universities

Competitions and Olympiads Centre of Student Competitions helps students prepare for various competitive programming contests including ICPC, Yandex. Algorithm, Google Code Jam, Russian Code Cup, etc. 2015 2016 ICPC Final Morocco ICPC Final USA IMC 2017 IMC 2018 2019 ICPC Final China ICPC Final Portugal Bronze Medal VJIMC Czech Republic

International Data Analysis Olympiad Key numbers of IDAO 2020 2756 Online Round participants 83 Countries 34 Final Round teams

Data Culture project aims at teaching all undergraduate students of HSE University to apply latest data science technologies in their respective fields Project’s aim is to help HSE students develop skills in Digital literacy Programming Data analysis

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