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…
