Mandatory course fulfillments in Data Science / Big Data

Course no.      Title Points (ECTS) Timetable group
01227 Graph Theory 5 F1B
01405 Algebraic Error-Correcting Codes 5 F4B
01617 Introduction to Dynamical Systems 5 E3B
02170 Database Systems 5 F2B
02229 Systems Optimization 7.5 E3A
02232 Applied Cryptography 5 E1B
02239 Data Security 7.5 E5B
02244 Logic for Security 7.5 F2A
02249 Computationally Hard Problems 7.5 E3A
02258 Parallel Computer Systems 5 E5A
02266 User Experience Engineering 5 January
02269 Process Mining 5 E5A
02282 Algorithms for Massive Data Sets 7.5 F1A
02291 System Integration 5 F5A
02407 Stochastic Processes - Probability 2 5 E3A
02409 Multivariate Statistics 5 E1A
02417 Time Series Analysis 5 E4B, F4B
02443 Stochastic Simulation 5 June
02450 Introduction to Machine Learning and Data Mining 5 F4A, E4A
02456 Deep learning 5 E2A
02460 Advanced Machine Learning 5 F1B
02506 Advanced Image Analysis 5 F5B
02582 Computational Data Analysis 5 F2B
02586 Statistical Genetics 5 E1A
02614 High-Performance Computing 5 January
02805 Social graphs and interactions 10 E5
02806 Social data analysis and visualization 5 F3A
02807 Computational Tools for Data Science 5 E7
25303 Mathematical biology 5 E1B
30530 Geographic Information Systems 5 F4A
42112 Mathematical Programming Modelling 5 January
42186 Model-based machine learning 5 F4B
42578 Advanced Business Analytics 5 F3B