Data Mining

2024/2025

Учебный год

ENG

Обучение ведется на английском языке

3

Кредиты

Кто читает:

Департамент статистики и анализа данных

Статус:

Курс по выбору

Когда читается:

4-й курс, 1 модуль

Преподаватель

Кузин Сергей Сергеевич

Course Syllabus

Abstract

Data Mining is the creation of new knowledge to solve business problems, by using business knowledge to discover and interpret patterns in data. The course contents both methodology of the data mining process and practical guide to data preparation, modeling, and deployment analytics into business processes. It covers the following main types of modelling techniques: classification, regression, clustering, anomaly detection and association rules. Special attention will be given to the hands-on data analysis using available software tools.