Modules

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Required Modules Data Engineering and Analytics2

Foundations in Data EngineeringNo ratings for this module yet.You will learn how to organize, distribute, store and analyze large data sets efficiently. In the end you will be able to apply distributed data storage concepts, Map/Reduce techniques and their applications (e.g. Hadoop, NoSQL), implement analysis algorithms for distributed data and assess optimization techniques.8 ECTSruns this semesterIN2326Foundations of Data AnalysisNo ratings for this module yet.In this module you will learn mathematical methods of data analysis, in particular linear and nonlinear procedures for data dimensionality reduction as well as techniques for reconstructive restoration of structured signals. By the end you will be able to apply and assess singular value decomposition, random matrices, compressive methods and manifold-based procedures.8 ECTSno date this semesterMA4800