Магистратура
2025/2026
Архитектура больших данных
Статус:
Курс обязательный (Бизнес-информатика: цифровое предприятие и управление информационными системами)
Кто читает:
Департамент бизнес-информатики
Когда читается:
2-й курс, 1, 2 модуль
Охват аудитории:
для своего кампуса
Язык:
русский
Контактные часы:
48
Программа дисциплины
Аннотация
As a result of mastering the discipline:
The student should know: modern standards and practices for data management in enterprises, principles and approaches for building a big data architecture.
The student should be able to: conduct research and analysis of the information and communication technologies market, innovations in economics, management and the field of information and communication technologies, data management, practices and innovations in big data architecture; develop business regulations; design and implement components of the IT infrastructure of the enterprise, ensuring the achievement of strategic goals and support of business processes; prepare scientific and technical reports, presentations, scientific publications based on the results of research; identify areas for improving business processes and IT infrastructure of the enterprise, choose effective solutions for data management and big data architecture, advise customers in this area; advise customers on the rational choice of methods, data management tools and big data architecture.
The student should be familiar with: standards and approaches to organizing data management processes in enterprises; approaches and practices for designing big data architecture for working with big data.
The study of this discipline is based on the following disciplines: Theoretical Foundations of Computer Science, Programming, Information Processes, Systems and Networks, Data Management, Introduction to Data Science, Introduction to Big Data, Data Management.
To master the discipline, student must possess the following knowledge and competencies: to master the methods of designing and creating databases and data warehouses; to know the architecture and technical characteristics of computer systems and data transmission systems; to know the structure and content of the main business processes of the enterprise, to know the basic principles of economics and management.