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…
The student will have knowledge about paralel algorithms, parallel architectures, multithreading systems with the ability to create parallel…
The current course provides knowledge about server virtualization. The students will learn how to setup the server virtualization and how to…
The goal of the course is to study approaches and solutions to overcome the challenges of modelling, management, implementation and deployment of big…
During the course, students will learn basics about the machine learning techniques and the neural networks, researching the image classification and…
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…
