Multivariate Statistics (WS1819)

Current Research in Data Science

Knowledge Discovery & Data Mining [WS18/19]

Algorithm Design 18/19

The course gives an overview on basic concepts of data structures and general principles of algorithmic design. The general algorithmic paradigms will be examined based on the classical problems of searching, sorting and classical graph problems like shortest path or minimal spanning trees. Finally, the course will give an introduction to the general methodology of programming.

System Development 18/19

This course is centered around software design and systems development. We explore and apply the concept of object-oriented programming which is (still) the leading programming paradigm for extensive projects. In contrast to other programming paradigms like functional or declarative programming object-oriented programming languages model objects through their attributes and functionalities. This concept has proven convenient when modeling real-world problems. 




Signal Processing

TBA

Advanced Statistical Modeling

Human Computation and Analytics

The course content is currently available here. 

Statistical Reasoning and Inference

Statistical core module for Data Science.