Specialisation in Areas of Data Science (34 ECTS)

SAD Specialisation in Areas of Data Science (34 ECTS)

Foundations

• 040556 VO Markov Prozesse (MA)
• 040559 UE Markov Prozesse (MA)
• 040721 UK [ en ] Ausgewählte Kapitel der Statistik (MA)
• 040723 UK ( GEMISCHT ) Finanz- und Versicherungsmathematik (MA)
• 040770 UK [ de en ] Wahrscheinlichkeitstheorie 1 (MA)
• 040771 UK Statistische Fallstudien (MA)
• 040772 UK [ en ] Komplexe statistische Methoden (MA)
• 052100 VU [ en ] Algorithms and Data Structures 2
• 052101 VU [ en ] Numerical Algorithms
• 052111 VU [ en ] Advanced Algorithms
• 052311 VU [ en ] Data Mining
• 052316 VU [ en ] Deep Learning for Natural Language Processing
• 052322 VU [ en ] Graph Learning
• 052400 VU [ en ] Information Management & Systems Engineering
• 052600 VU [ en ] Signal and Image Processing
• 052617 VU [ en ] Image Processing and Image Analysis
• 052800 VU [ en ] Parallel Computing
• 136041 SE [ en ] ( VOR-ORT ) Explainability for LLMs
• 250010 VO [ en ] Nonlinear Optimization
• 250042 VO [ en ] Stochastic Processes
• 250063 PS [ en ] Stochastic Processes
• 250074 VO [ en ] Introduction to complex network analysis
• 250084 PS [ en ] Introduction to complex network analysis
• 250121 VO [ en ] Quantum Information, Quantum Computing, and Quantum Algorithms
• 250122 PS [ en ] Quantum Information, Quantum Computing, and Quantum Algorithms
• 260115 VU [ en ] Complex Systems I: Foundations, Concepts and Phenomena
• 262001 VO [ en ] Numerical Mathematics 1
• 262002 UE [ en ] Numerical Mathematics 1 - Exercises
• 280354 VU [ en ] Modelling and Data Analysis

Applications

• 040045 KU [ en ] Econometrics in Finance (MA)
• 040215 KU [ en ] Supply Chain Management (MA)
• 040448 PR [ en ] Performance-Analysis (MA)
• 040626 KU ( DIGITAL ) Game Theory (MA)
• 040775 UK Biometrie 2 (MA)
• 052315 VU [ en ] Natural Language Processing
• 052412 VU [ en ] Business Intelligence II
• 052511 VU [ en ] Cloud Computing
• 053530 VU [ de en ] Statistische Methoden der Bioinformatik
• 070036 UE [ en ] Reading Course Digital Humanities - Theory and Concepts in the Digital Humanities
• 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 - Predictive Processing and Active Inference
• 180161 SE [ en ] MEi:CogSci Journal Club
• 200144 SE [ en ] Anwendungsseminar: Geist und Gehirn - Introduction to Scientific Computing in Social Sciences
• 262003 VO [ en ] Introduction to Computational Meteorology
• 262005 VO [ en ] Introduction to Computational Biology and Drug Discovery
• 262006 UE [ en ] Introduction to Computational Biology and Drug Discovery - Exercises
• 270237 PR [ de en ] Forschungsbeispiel in Theoretischer Chemie
• 290051 VO Klimawandel: bio-physikalische und gesellschaftliche Grundlagen
• 301169 SE [ en ] Applied Machine Learning for biological problems
• 340320 VO [ en ] Maschinelle Translation