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…
This module is devoted to the construction of artificial neural networks and includes the following sections: Biological neuron; Artificial neuron;…
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…
The goal of this course is to obtain knowledge and skills related to the modern trends in parallel processing, grids, HPC and cloud computing.
The current course provides knowledge on Cloud Computing (CC) architecture, design and maintenance of CC systems, and cloud services. During the…
