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…
