Master 2024/2025

Linear Algebra

Type: Compulsory course (Master of Data Science)

Area of studies: Applied Mathematics and Informatics

Delivered by: Big Data and Information Retrieval School

Where: Faculty of Computer Science

When: 1 year, 3 module

Mode of studies: offline

Open to: students of one campus

Master’s programme: Master of Data Science

Language: English

ECTS credits: 3

Contact hours: 24

Course Syllabus

Abstract

Linear algebra provides arithmetic and algebraic operations which can be applied to large arrays of data. These operations are in the core of the most methods of data analysis. In this course, we discuss the most important linear algebra concepts and algorithms. Then we use this theory to treat a serious data analysis case. Each topic of our course contains theory, numerical examples, and examples of programming using Python. In the final project, you will develop a python software for recognizing hand-written digits.