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…
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…
The student will be introduced to the variety of modern intelligent systems and the ability to extract and store knowledge.
Student gets introduced in most important algorithmic methods used within the field. For the problems considered, algorithms for their solution are…
The goal of the course is to introduce the students to the concepts of scientific programming, applications of the current computing…
Research generates significant amounts of data that are used to communicate the results of a particular investigation. However, currently, these data…
The student will be capable to analyse and design parallel architectures and programmes using various methods and techniques.
The aim of the course is to create an insight into high-performance computing in Physics. The tasks of the course are: (1) to overview applications…
