The main direction of the EP:
The program is aimed at training specialists in the field of machine learning and big data analysis, at obtaining the competencies necessary to perform a new type of professional activity – the ability to use the SQL and Python programming languages for collecting, visualizing, analyzing big data (Big data) and building machine learning models, the ability to apply specific analytical and product approaches.
The purpose of the microqualification EP is
Formation of students’ skills in analyzing machine learning tasks and making a balanced choice of a particular solution for working with big data.
Tasks of microqualification EP:
– education of information, technical and research culture;
– development of interest in scientific and technical creativity, technology, high technologies;
– development of algorithmic and logical thinking;
– to form theoretical knowledge on the basics of machine learning for the construction of formal mathematical models and interpretation of simulation results;
– develop skills for the practical application of machine learning methods in solving applied problems in various fields;
– to develop skills and abilities of using Python libraries for the development of machine learning systems.
