Course catalog

The catalog contains 37 courses grouped into thematic blocks. Full interactive courses are published for 8 of them; for the remaining 29, course passports are available with verified reference information and links to open sources, where such sources have been found.

The statuses and the limits of use of the materials are described on the page “Material status and editorial policy”.

Probability

• Foundations of Probability and Measure Theory (ETMT)
• Probability Theory
• Mathematical Statistics
• Random Processes

Analysis

• Introduction to Mathematical Analysis
• Multivariable Analysis, Integrals and Series
• Multiple Integrals and Field Theory
• Harmonic Analysis
• Differential Equations
• Functional Analysis
• Complex Analysis
• Optimization Methods

Algebra

• Algebra and Geometry
• Linear Algebra
• Group Theory
• Theory of Rings and Fields

Discrete Mathematics and CS

• Mathematical Logic and Theory of Algorithms
• Fundamentals of Combinatorics and Number Theory
• Discrete Analysis 1
• Discrete Analysis 2
• Formal Languages and Translation
• Computational Complexity
• Computational Complexity 2
• Fundamentals of Cryptography
• Approximation Algorithms

Programming and Systems

• Algorithms and Data Structures
• C++ Programming
• Programming Technologies
• Python Practicum
• Computer Architecture and Operating Systems
• Databases
• Parallel and Distributed Computing

Data and Computing

• Introduction to Artificial Intelligence
• Introduction to Data Analysis
• Machine Learning 1
• Computational Mathematics
• Physical Foundations and Logic of Modeling