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…
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…
