Use data, artificial intelligence, and business analytics to make informed decisions. The program combines business analytics, data science, machine learning, BI, product analytics, digital transformation, and IT project management.
Transform data into strategic and digital decisions
The program trains specialists capable of solving complex business problems using modern methods of data analysis, business analytics, and artificial intelligence. Master's students study business analytics, Big Data, machine and deep learning, data visualization, data warehouse construction, and decision support systems. The program also covers IT project and digital product management, product and financial analytics, digital transformation, and digital system architecture design. The research component enables the application of modern analytical methods to real-world data and business problems.
What you will learn
Conduct a system and process analysis of business
Use modern Business Analytics methods
Analyze large and heterogeneous data
Build predictive and intelligent models
Apply machine and deep learning
Create BI solutions, interactive reports, and dashboards
Designing analytical data warehouses
Analyze product and customer metrics
Perform financial and strategic analysis
Use decision support systems
Manage IT projects and digital products
Designing a digital business transformation
Conduct independent scientific research and base decisions on data
Учебный план
Что вы будете изучать
From applied business analytics and IT project management to Big Data, artificial intelligence, product analytics, and digital systems design.
1 year
Business analytics, data and digital solutions management
01
Methods of scientific research
02
Applied business analytics
03
IT project management
04
Decision support systems
05
Methodology for building data warehouses
06
Product Management
07
Innovation Management and Startups / Innovation Management
2 year
Data Science, Digital Transformation and Research Project
01
Digital transformation of business and new business models
02
Big data analytics
03
Product and customer behavior analytics
04
Financial and strategic analysis
05
Data visualization for management decisions
06
Modern data analysis tools
07
Machine learning in distributed and digital systems
08
Deep learning and data analysis
09
Analysis and design of digital systems architecture
Career
Where graduates work
Graduates are capable of working at the intersection of business, data, and information technology, leading analytical initiatives, and participating in the digital transformation of organizations.
With experience, graduates can develop in the areas of Business Analytics, Data Science, Product Management, Digital Transformation, IT Project Management, BI, and analytical systems architecture.
Business Analyst
Systems Analyst
Business/Data Analytics Specialist
BI Analyst
Data Analyst
Big Data Specialist
Product Analyst
Product Manager
IT Project Manager
Digital Transformation Analyst / Manager
Decision Support Systems Specialist
Business Intelligence Consultant
IT / Analytics Consultant
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7M06101
Software Engineering
Create intelligent and scalable software solutions using artificial intelligence, cloud technologies, and modern DevOps approaches. The Master's degree program combines software engineering, systems architecture, and hands-on development of complex digital products.
Управляйте IT-проектами, цифровыми продуктами и командами на основе данных. Программа объединяет современные методологии проектного управления, управление рисками и качеством, продуктовый подход, финансовое планирование, бизнес-процессы и аналитические инструменты.
Теория и практика управления проектами + Математическое программирование.