The educational and scientific program “System Design” (SD) of the second (master’s) level of higher education (study period 1.9 years) is aimed at training highly qualified specialists in the field of computer science and is focused on training specialists capable of solving complex problems related to the research and improvement of the methodology of system design of complex objects and systems of organizational and technical direction.
The program provides integration of knowledge from promising areas of information technology, in particular, modern approaches to system design of computer systems, super-productive computing, data analysis, intellectualization of information processing.
Main disciplines of professional and practical training
- Computer vision
- Fuzzy models and methods of data analysis
- Computational intelligence
- Theory of computer systems and their design methodology
- Management of IT project development processes
- Data analysis and visualization
- Modern paradigms of programming and modeling of complex systems
- High-performance distributed infrastructures
- Fundamentals of scientific research and scientific and pedagogical activity
- Intelligent methods in Big Data
- Models and methods of decision-making in system design
- Quality management of software products
- Super-productive systems and technologies for processing and analyzing big data
Selective disciplines of professional and practical training
- Geometric design problems. Applied aspects
- Visualization in system design
- Architectural approach in system design
- Special sections of system design
- Modern optimization methods
- Deep learning methods in computer systems
- Design and reengineering technologies for large-scale objects
- Analytical tools of cloud platforms
- Methods for identifying parameters of design objects
- Fundamentals of business analytics in IT
- Information technologies for business process optimization
- Internet of Things (IOT) systems development technologies
- System design management support
- Additive technologies in system design