Тo train the students for building advanced intelligent systems with image and sound processing, while solving problems of pattern recognition,…
The traditional approach to research programmes is to assume that students will find a way to analyse and visualise their data. This assumption…
Enabling the students to understand the technologies to discover and extract knowledge from data. The student will be capable to design and develop…
As the power and capabilities of computing increases, Artificial Intelligence solutions takes a greater role to perform and execute various processes…
The students will attain in depth understanding of the machine learning and data mining techniques for massive data sets. They will be able to…
The course focuses on two methods designed for calculation of physical fields: finite element method (FEM) and boundary element method (BEM).…
The study course covers the theoretical and practical principles of massively parallel high-performance computing that are implemented in a unified…
The course focuses on numerical methods of statistical physics. Classes includes lectures about theoretical aspects of Monte-Carlo and molecular…
Upon successful completion of the course, students will have an understanding of the basic areas of artificial intelligence including search, problem…
This module is devoted to the construction of artificial neural networks and includes the following sections: Biological neuron; Artificial neuron;…
Course should give insight into the principles of design of parallel algorithms and overview of some standard parallel algorithms. The course will…
Students will obtain knowledge with the Data Science fundamentals and they will be introduced to the process and methodologies for operations with…
Evolutionary mechanisms of biological systems. Genetic operators. Execution cycle of operators. Optimization of multi-criteria and non-linear…
The study course will provide knowledge about real-time sensor measurement techniques, measurement, data transfer and processing technologies, and…
Research of the algorithms and programming techniques of the newest parallel platforms with shared and distributed memory. The student will learn the…
The module is devoted to the evolution approach to artificial intelligence and includes the following sections: Probabilistic optimization algorithms…
The course will introduce the students data mining and machine learning algorithms for analyzing massive amounts of data. The emphasis will be on the…
By completing the course the student will be able to understand complex distributed and parallel systems and develop distributed applications…
Data management and mining supply methods and technologies can be used to transform available data into the useful information and knowledge. Data…
