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Course content

Big Data and Extreme Computing Master’s programme is delivered by ITMO University in collaboration with the University of Amsterdam (the Netherlands).
The Programme:
• Builds on students’ quantitative and analytical skills to derive value from data to influence business decisions and for research purposes.
• Emphasizes technical proficiency and practical experience with machine learning, database processing, data visualization and modeling, data storage, transfer and processing.
• Offers a personalized track depending on students’ specialization.
• Provides an opportunity to work hand-in-hand with researchers on the cutting edge of Big Data and Extreme Computing in the Netherlands and Russia.
• 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.

Contents of the Programme:

ITMO campus:
1 Semester:
Modern informational theory
Introduction to computational Science
Foreign language
Internet and web technologies
Stochastic mathematical models

2 Semester:
Parallel algorithms of data analysis and synthesis
Models and Methods of Multidimensional Data Analysis
Infrastructures and technologies for big data processing
Introduction to eScience and eEngineering technologies (OR) Machine learning

University of Amsterdam campus:
3 Semester:
Urgent Computing
Decision support systems based on Big Data (OR) Scalable computational algorithms
Big multimedia data processing and analysis / Domain specific Big Data technologies / Scheduling in distributed computing systems and environments

4th Semester:
Master Thesis
State Exam

Both universities:
Research Work
Individual Research Project
Group Work
Group project in the chosen specialization




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