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Course content

ITMO University offers Urban Supercomputing Master’s programme in collaboration with the University of Amsterdam.
The programme:
- Focuses on the usage of computer simulation of urban processes, including transport and commodity flows, virtual society activities, the internet of things, urban emergencies and disasters, crowd behavior, etc.
- Equips with design of decision support systems, analysis of society’s behavior, economic progress simulation, trend and common factors revelation, solving optimization problems, spatial analysis, and other core competencies and skills.
- Offers a transdisciplinary approach based on the methodological core, such as diffuse technologies like ICT or mathematical modeling, used to study global real-world systems (GSS, Global System Science), while incorporating extensive social and humanitarian components.
- Brings an international perspective on best practices and emerging trends in Big Data analysis and supercomputing, preparing students for research and applied IT positions in world’s leading institutions, companies and agencies.
ITMO University campus:
1 Semester:
• Parallel Programming
• Foreign Language
• Introduction to Computer Science
• Computational Methods for Structural Mechanics
• System Analysis of urbanized areas

2 Semester:
• Urban Informatics and Geoinformatics
• Urban Simulation
• Stochastic and discrete mathematical models
• Introduoctin to big data (OR) Machine Learning
• Models and methods of HPC (OR) Internet and web technologies
The University of Amsterdam campus:
3 Semester:
• Mathematical Methods of urban areas design
• Data-centric decision support systems (OR) Mobile technologies and systems
• Modeling and optimization in transportation / Virtual society / Analysis and modeling in social networks / Urban virtual words / Social psychology of urbanized society – CHOOSE 3 OF 5 COURSES

4th Semester:
• Master Thesis
• State Exams
• Internship
Both universities:
• Individual Research Projects
• Research Works
• Group Project
• Group projects in chosen specialization

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