Computer Science

The rapid development of machine learning algorithms, including neural networks, has led to the fact that artificial intelligence elements have become an essential part of various information systems. The development of such systems, on the one hand, depends on the qualification of software developers, on the other hand, on the qualification of domain experts, who are task setters for software developers. 

Typically, domain experts do not have programming skills, but they should understand the basics of machine learning algorithms.  The aim of the lecture is, firstly, an introduction to the tasks of machine learning and artificial intelligence, and secondly, an overview of ML case studies in various domains.

Master class with using application Orange data mining: https://orangedatamining.com/.

The aim of the master class is to demonstrate the potential of open source product 'Orange data mining' students who do not have programming skills. Examples of the use of ML algorithms in various fields will be discussed.