2026/2027
Современные методы анализа данных
Статус:
Маго-лего
Где читается:
Факультет компьютерных наук
Охват аудитории:
для всех кампусов НИУ ВШЭ
Преподаватели:
Игнатов Дмитрий Игоревич
Язык:
русский
Кредиты:
6
Контактные часы:
56
Программа дисциплины
Аннотация
The course “Modern Methods of Data Analysis” introduces students to a new and actively evolving interdisciplinary field of modern data analysis. Started as a branch of Artificial Intelligence, it attracted attention not only from mathematicians and computer scientists, but also that of physicists, economists, computational biologists, linguists and others and became a truly interdisciplinary field of study. In spite of the variety of data sources that could be analyzed, objects and attributes that form a particular dataset possess common statistical and structural properties. The interplay between known data and unknown ones gives 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.