Department of Mathematical Modeling and Machine Learning

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Possible Elective Modules

Examples of elective modules from other programs

The elective modules are typically individually tailored. In the past, the following modules have been chosen or considered. For further details on these modules we refer to the course catalogue. Not all modules are given every year.

Students taking the minor in their Master can also choose electives out of the UnaEuropa Module Exchange.

Statistics

  • STA402 Likelihood and Regression I (only 30 ECTS)
  • STA406 Likelihood and Regression II
  • STA421 Foundations of Bayesian Methodology
  • STA472 Good Computational Statistics (only 30 ECTS)
  • MAT892 Applied Bayesian Modeling and Computation (only offered in Spring 2025)
  • GEO872 Advanced Spatial Analysis I
  • GEO881 Advanced Spatial Analysis II
  • OS_1 Open and reproducible science: general reasons and approaches
  • OS_2 Open and reproducible science: dependable computations and statistics
  • UWW250 Spatial Ecology and Remote Sensing

Biostatistics

  • BIO334 Practical Bioinformatics
  • BIO369 An Introduction to Computer Programming and Agent-based Modelling using R
  • BIO390 Introduction to Bioinformatics
  • BIO394 Interdisciplinary Research Methods In Computational Biology
  • STA408 Statistical Methods in Epidemiology
  • STA425 Survival Analysis
  • STA426 Statistical Analysis of High-Throughput Genomic and Transcriptomic Data
  • STA431 Analysis of Longitudinal Data

Applications

  • ESC403 Introduction to Data Science
  • MAT933 Complex Networks Theory and Applications
  • OD_2 Working with FAIR data (Open Data Advanced I)

Computing

  • STA472 Good Computational Statistics (only 30 ECTS)
  • ESC201 Introduction to Computer Simulations I
  • ESC401 High Performance Computing
  • MAT101 Programming
  • PHY124 Scientific Computing

NOT possible:

The following modules however are NOT eligible elective modules:

  • AINF01 Informatik und Wirtschaft
  • AINF04 People-Oriented Computing
  • AOEC03 Microökonomik
  • AOEC06 Banking and Finance II
  • BO0015 Managerial Accounting
  • BO0037 Advanced Managerial Accounting
  • BO0060 Intermediate Econometrics
  • BO0008 Corporate Finance
  • BO0104 Corporate Finance II
  • BO0022 Fixed Income Markets
  • BO0041 Asset Management
  • BO0009 Banking
  • BO0046 Banking: Structured Products
  • BO0055 Introduction to Economic Inequality
  • BO0054 Behavioral Finance
  • BO0065 R - a non-technical introduction with applications to Marketing
  • MO0120 R - a non-technical introduction to big data techniques, team work and interactive visualization with applications to marketing
  • MO0058 Fundamental Probability for Finance
  • BIO220 Linear Models in R: from LM to GLMM
  • BIO368 Scientific Information Literacy
  • MAT901 Stochastik
  • . . .