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M.Sc. Data Science


4 SEM
English
Yes
Czech Technical University in Prague
,
CTU Faculty of Electrical Engineering Technická 2 166 27 PRAGUE, Czech Republic
About
Modules/Topics
The graduate will understand storage and retrieval methods for structured and unstructured data in the environments of the web, relational and non-relational databases, as well as knowledge representation frameworks such as graphical probabilistic models or formal ontologies.

The graduate will also be familiar with software techniques for processing big data and for knowledge discovery from data through statistical, machine-learning, data-mining and visualization approaches.

Advanced algorithms[];

Theory of algorithms[];

Combinatorial Optimization[];

Database Systems[];

Statistical Data Analysis[];

Visualization[];

Ontologies and Semantic Web[];

Statistical Machine Learning[];

 

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