Master
2022/2023
What is Data Science?
Type:
Compulsory course (Applied Linguistics and Text Analytics)
Area of studies:
Fundamental and Applied Linguistics
Delivered by:
Department of Fundamental Mathematics
When:
1 year, 2, 3 module
Mode of studies:
offline
Open to:
students of one campus
Instructors:
Купцов Павел Владимирович
Master’s programme:
Прикладная лингвистика и текстовая аналитика
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.