2022/2023

What is Data Science?

Type: Mago-Lego

Delivered by: Department of Fundamental Mathematics

When: 2, 3 module

Open to: students of one campus

Instructors: Купцов Павел Владимирович

Language: English

ECTS credits: 6

Contact hours: 72

Course Syllabus

Abstract

During this course students get acquainted with math concepts related to data science, master basic methods of collecting, processing and transforming of data using Python. The course deals with the concepts of data preprocessing, visualization, classical machine learning methods and deep neural networks. It includes basics of classification methods, regression, image recognition and natural language processing.