Bachelor 2024/2025

Research Seminar "Data analysis in complex systems"

Type: Elective course (Data Science and Business Analytics)

Delivered by: School of Data Analysis and Artificial Intelligence

When: 4 year, 1-3 module

Open to: students of one campus

Instructors: Vasilii Gromov

Language: English

Course Syllabus

Abstract

The main goal of the course is to develop the skills of working with scientific texts, understanding mathematical ideas and turning them into algorithms and working code for 4th-year students of Applied Mathematics and Computer Science. As a field of knowledge, it is proposed to use modern clustering algorithms and modern time series forecasting algorithms. The necessary preliminary knowledge should include mathematical analysis, linear algebra, probability theory and mathematical statistics, the theory of complexity of algorithms.