Бакалавриат
2023/2024
Анализ данных в бизнесе
Статус:
Курс по выбору (Прикладной анализ данных)
Направление:
01.03.02. Прикладная математика и информатика
Где читается:
Факультет компьютерных наук
Когда читается:
3-й курс, 3, 4 модуль
Формат изучения:
без онлайн-курса
Охват аудитории:
для своего кампуса
Преподаватели:
Воробьева Мария Сергеевна,
Глазков Артем Александрович,
Ельмикеева Екатерина Ильинична,
Романенко Алексей Александрович
Язык:
английский
Кредиты:
4
Контактные часы:
48
Course Syllabus
Abstract
Data Analysis is increasingly being used in various sectors of the economy. Mathematical methods are being improved, new models and approaches are being developed to solve applied business problems. At the same time, the practical application of data mining methods in business requires specialized knowledge and skills. The purpose of this course is to review modern approaches, tools and methods of data analysis used in such applied areas as customer analytics, risk management and retail network organization. The training is based not only on the study of relevant mathematical models and algorithms, but also on the consideration of examples of their real application in these areas, which will allow students to study the entire life cycle of an analytical model, starting from the stage of requirements formation and data preparation and ending with the stage of implementation and operation.