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Бакалаврская программа «Социология и социальная информатика»

Machine Learning

2022/2023
Учебный год
ENG
Обучение ведется на английском языке
5
Кредиты
Статус:
Курс по выбору
Когда читается:
4-й курс, 1, 2 модуль

Преподаватель

Course Syllabus

Abstract

Machine Learning belongs to the family of disciplines related to the analysis of real data - mathematical statistics, data analysis, pattern recognition, extraction of topics from textual data. This course deal with classical machine learning algorithms based on numerical, textual and image data in terms of the applicability of the models to sociological analysis. This course is aimed at students with no or minimal programming skills. Within the framework of this course, students get ideas about peculiarities of data analysis, structuring of digital data formats, methods and means of statistical, social analysis based on machine learning algorithms. The course is implemented on the basis of the software tool 'Orange data mining'. At the end of the course students will receive a Data Culture level: 0.1.1 - Beginner. Programming + Data Analysis