Economic Applications of Machine Learning

2022/2023

Учебный год

ENG

Обучение ведется на английском языке

3

Кредиты

Кто читает:

Департамент теоретической экономики

Статус:

Курс по выбору

Когда читается:

4-й курс, 1 модуль

Преподаватель

Андреянов Павел Павлович

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. All lectures will be held online in zoom, and seminars will be mixed online-offline. There will we 3 individual written assessments and 1 group oral assessment. Problem sets submitted before the deadline weight 1:1. Problem sets submitted after the deadline weight 2:1. If a student does not get a passing grade by the end of the course, there will be 2 makeups.