Bachelor 2025/2026

Data Analysis

Type: Elective course (Foreign Languages and Intercultural Communication)

Delivered by: Big Data and Information Retrieval School

When: 3 year, 1, 2 module

Online hours: 50

Open to: students of one campus

Instructors: Maksim Karpov

Language: English

Contact hours: 24

Course Syllabus

Abstract

The course provides students with a basic knowledge of statistics and data analysis techniques. The course consists of three parts. In the first part we will talk about general ideas of statistics and data analysis, mainly discussing descriptive statistics and basic data manipulations. In the second part of the course we will move towards inferential statistics and hypothesis testing. In the third part, we will apply machine learning techniques for data analysis. All the course practice will be conducted in Python. There are 3 credits for this course.