Specialisation in Areas of Data Science (34 ECTS)

Modul SAD Specialisation in Areas of Data Science (34 ECTS)

Foundations

• 040721 UK [ en ] Ausgewählte Kapitel der Statistik
• 040723 UK Finanz- und Versicherungsmathematik
• 040771 UK Statistische Fallstudien
• 040772 UK [ en ] Komplexe statistische Methoden
• 052100 VU [ en ] Algorithms and Data Structures 2
• 052101 VU [ en ] Numerical Algorithms
• 052111 VU [ en ] Advanced Algorithms
• 052112 VU [ en ] Numerical High Performance Algorithms
• 052113 VU [ en ] Software Tools and Libraries for Scientific Computing
• 052311 VU [ en ] Data Mining
• 052600 VU [ en ] Signal and Image Processing
• 052617 VU [ en ] Image Processing and Image Analysis
• 052800 VU [ en ] Parallel Computing
• 136041 SE [ en ] Topics in Deep Learning and Natural Language Processing
• 250063 VO [ en ] Nonlinear optimization
• 250068 VO [ en ] Stochastic processes

Applications

• 040775 UK Biometrie 2
• 052315 VU [ en ] Natural Language Processing
• 053530 VU [ de en ] Statistische Methoden der Bioinformatik
• 070263 UE [ en ] Reading course - Theory and Concepts in the Digital Humanities
• 180118 VO [ en ] Cognitive Science - Introduction and Basic Concepts
• 180147 SE [ en ] Introduction to Cognitive Science I
• 180150 VO [ en ] MEi:CogSci Cognitive Science Lecture Series
• 180160 SE [ en ] New Trends in Cognitive Science - The predictive coding approach to mind/cognition
• 180161 SE [ en ] MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
• 270008 PR Praktikum: Analyse großer Datensätze von "omics"-typ Experimenten
• 270070 VO+UE [ en ] Machine learning for molecules and materials - with an introduction to python
• 270089 UE [ de en ] Forschungsbeispiele aus der Theoretischen Chemie