This course is intended to provide an overview of modern applications of machine learning and develop practical skills in using deep neural networks…
The aim of the course is to familiarize students with the concept of data visualization, selection of techniques and algorithms for visualization of…
Data Mining defines a process of mining potentially useful information from data. In most cases it is defined as knowledge discovery from large…
The aim of the course is to provide an insight into the basic procedures of quantitative information processing obtained in research results for…
Introduction to virtualization as a paradigm for creation of virtual computer systems using software virtualization of hardware components. Analysis…
The module is devoted to intelligent computer technologies and includes the following sections: Genetic algorithms for symbolic information…
The course gives basic knowledge in programming distributed memory machines using the Message Passing Interface (MPI) industry standard. After a…
The course introduces the development of middleware systems. Principles of distributed systems, communication, processing, naming, consistency,…
An important part of each research study is data and analysis of data in order to arrive at research conclusions and their justification. The…
The course introduces students to the theory and application of data visualization. Upon completion the student will be able to demonstrate knowledge…
The course on the fundamentals of ontology in data mining is intended to provide information technology students with an insight into knowledge…
