Artificial Intelligence and Data Science
09.03.03 In Russian
Level of education Bachelor
Type of instruction Full-time
Duration 4 years
Programme description
- The programme is aimed at training graduates with fundamental knowledge of mathematical analysis, algebra, probability theory, mathematical statistics, programming, and machine learning. They also acquire the skills of practical application of this knowledge in various fields. A significant role in the programme is assigned to students’ participation in various real industrial and scientific projects. This enables them to: consolidate the knowledge, skills and competencies acquired; develop an understanding of the project life cycle in the field of artificial intelligence; and acquire the soft skills needed in the IT field. While training in the programme, students also master optimisation and parallel computing methods and study legal and ethical issues of artificial intelligence. This makes it possible for graduates of the programme to be more competitive in their future career
- The academic programme is suitable for those who plan to build a career and develop in information technology, artificial intelligence and data science. Graduates of the programme are highly skilled professionals and can work as performers, and as team, project, area or whole field leaders. This academic programme offers extensive infrastructure and resource opportunities to implement your start-up: from generating an idea to promoting the finished product
- If you enjoyed mathematics and informatics at school, like to think structurally, notice patterns in the objects around you, have a flair for analysing information, putting forward hypotheses and drawing conclusions, this programme is definitely for you
Main courses
- Machine Learning
- Reinforcement Learning
- Deep Learning
- Neural Networks
- Reinforcement Learning
- Artificial Intelligence Life Cycle
- Interpretable Artificial Intelligence (in English)
- Image Processing Algorithms
- Algorithms for Big Data
- Natural Language Analysis
- Artificial Intelligence and Data Science Methods and Technologies in Social Network Analysis and Modelling
- Multithreading in Machine Learning
- Software Development Models and Methodologies
- AI Systems Design
- Software Project Management
Career opportunities
The programme provides training for competitive experts in artificial intelligence and data science with fundamental knowledge of: mathematical and natural sciences; programming; and information technology. They are capable of using them to: solve applied problems of various complexity levels to meet the needs of industry, business and science, municipal and public administration; solve other public tasks; and create conditions for further development of such professionals.