Master 2022/2023

Machine Learning: Additional Chapters

Type: Elective course (Economics and Economic Policy)

Area of studies: Economics

Delivered by: Department of Theoretical Economics

Where: Faculty of Economic Sciences

When: 1 year, 4 module

Mode of studies: offline

Open to: students of all HSE University campuses

Instructors: Pasha Andreyanov

Master’s programme: Economics and Economic policy

Language: English

ECTS credits: 3

Contact hours: 36

Course Syllabus

Abstract

The course describes main recent machine learning and data analysis methods as well as their application in economic research. Special attention in the course is paid to the implementation of these algorithms and models in Python