Artificial Intelligence & Big Data Analytics — программа магистратуры в вузах России 

• Очная

Программа включает подготовку специалистов способных участвовать в разработке новых продуктов и услуг, оптимизировать бизнес-процессы и принимать обоснованные решения на основе данных.

В рамках данной программы студенты изучают следующие дисциплины:

• Natural Language Processing
• Post-relational Data Models and Industrial DBMS
• Industry 4.0
• Digital Signal Processing
• Industry 4.0 Case Studies
• Data Science & VR/AR technologies
• Fundamentals of Digital Image and Video Processing
• Introduction to Bioinformatics
• Introduction to Social Media
• Introduction to Industrial Data Analytics
• Data Programming in Python
• Introduction to Data Science
• Data Visualization
• Mathematics & Statistics for Data Science
• Artificial Intelligence and Machine Learning
• High Performance Computing and Clouds
• IoT
• Soft skills for Data Scientists
• IT Project Management
• Big Data Analysis
• Modeling of molecular targets for medical diagnostics and therapy
• Nonlinear methods in biophysics
• Medical diagnosis using machine learning and biophotonics
• Research Topics in bioinformatics
• Research Topics in biomedicine
• Social Media
• Social Network Analysis
• Data mining in Social Media
• Social Network Analysis
• Natural language processing with PolyAnalyst
• Research Topics in Social Media: Methodology of Social Media research
• Research Topics in Social Media: Preparation of research tools
• Research Topics in Industry 4.0 (Industrial Data Analysis)
• Research Topics in Industry 4.0 (VR/AR technologies)
• Research Topics in Industry 4.0 (Digital Image and Video Processing)
• Bioinformatics and biomedicine
• Fundamentals of Molecular Spectroscopy.