Master Statistics and Data Analytics (951 [2] - Version 2026)

Foundations (47 ECTS)

F1 Probability Theory (14 ECTS)

• 040770 KU [ de en ] Probabiltiy Theory 1 (KU) (MA)

F2 Statistics (17 ECTS)

• 040342 KU [ en ] Mathematical Statistics and Information Theory (KU) (MA)

F3 Stochastics (13 ECTS)

• 040556 KU Stochastic Processes 1: Markov Chains (KU) (MA)

F4 Master’s Seminar (3 ECTS)

Compulsory Elective Module Group Modern Statistical Methods

W1 Data Analytics A (5 ECTS)

• 040771 KU Case Studies in Statistics (KU) (MA)

W2 Data Analytics B (5 ECTS)

W3 Statistical Learning and Stochastic Optimisation A (5 ECTS)

• 040649 KU ( REMOTE ) Machine Learning 1 (KU) (MA)

W4 Statistical Learning and Stochastic Optimisation B (5 ECTS)

W5 Computational Statistics A (5 ECTS)

• 040343 KU [ de en ] Modern statistical algorithms (KU) (MA)

W6 Computational Statistics B (5 ECTS)

W7 Stochastic Analysis and Mathematical Finance A (5 ECTS)

W8 Stochastic Analysis and Mathematical Finance B (5 ECTS)

W9 Econometrics A (5 ECTS)

W10 Econometrics B (5 ECTS)

W11 Nonparametric Statistics A (5 ECTS)

• 040772 KU [ en ] Complex Statistical Methods (KU) (MA)

W12 Nonparametric Statistics B (5 ECTS)

Compulsory Elective Module Group Applied Statistics

W13 Applied Statistics A (5 ECTS)

W14 Applied Statistics B (10 ECTS)

Elective Course Group Related Fields (W15 und W16)

• 051024 VU [ de en ] Algorithms and Data Structures 1
• 051031 VU Database Systems
• 051132 VO Introduction to Numerical Computing
• 051133 UE [ de de en ] Introduction to Numerical Computing
• 052100 VU [ en ] Algorithms and Data Structures 2
• 052101 VU [ en ] Numerical Algorithms
• 052215 VU [ en ] Visualisation and Visual Data Analysis
• 052311 VU [ en ] Data Mining
• 052315 VU [ en ] Natural Language Processing
• 052316 VU [ en ] Deep Learning for Natural Language Processing
• 052322 VU [ en ] Graph Learning: Deep Learning for Graphs
• 052324 VU [ en ] Graph Learning: Kernel Methods for Graphs
• 052600 VU [ en ] Signal and Image Processing
• 052800 VU [ en ] Parallel Computing
• 250009 VO [ en ] Applied Analysis
• 250077 VO Algebra
• 250079 PS [ en ] Algebra
• 250080 VO Numerical Mathematics
• 250082 PS Numerical Mathematics
• 250143 VO [ en ] Convex Analysis
• 250145 VO [ en ] Dynamical Systems
• 250160 VO [ en ] Stochastic Methods in Optimal Transport Theory
• 250161 VO [ en ] Stochastic Partial Differential Equations
• 250163 VO Image and Signalprocessing