Data Analysis in Business

2024/2025

Academic Year

ENG

Instruction in English

4

ECTS credits

Delivered at:

Big Data and Information Retrieval School

Course type:

Elective course

When:

3 year, 3, 4 module

Course Syllabus

Abstract

Data Analysis is increasingly being used in various sectors of the economy. Mathematical methods are being improved, new models and approaches are being developed to solve applied business problems. At the same time, the practical application of data mining methods in business requires specialized knowledge and skills. The purpose of this course is to review modern approaches, tools and methods of data analysis used in such applied areas as customer analytics, risk management and retail network organization. The training is based not only on the study of relevant mathematical models and algorithms, but also on the consideration of examples of their real application in these areas, which will allow students to study the entire life cycle of an analytical model, starting from the stage of requirements formation and data preparation and ending with the stage of implementation and operation.