2023/2024
Методы машинного обучения и майнинга данных
Статус:
Маго-лего
Когда читается:
1, 2 модуль
Охват аудитории:
для всех кампусов НИУ ВШЭ
Язык:
английский
Кредиты:
6
Контактные часы:
54
Course Syllabus
Abstract
The course "Machine Learning and Data Mining"; introduces students to
new and actively evolving interdisciplinary field of modern data analysis.
Started as a branch of Artificial Intelligence, it attracted attention of
physicists, computer scientists, economists, computational biologists,
linguists and others and become a truly interdisciplinary field of study. In
spite of the variety of data sources that could be analyzed, objects and
attributes that from a particular dataset poses common statistical and
structural properties. The interplay between known data and unknown ones give
rise to complex pattern structures and machine learning methods that are the
focus of the study. In the course we will consider methods of Machine Learning
and Data Mining. Special attention will be given to the hands-on practical
analysis of the real world datasets using available software tools and modern
programming languages and libraries.