Knowledge Discovery and Data Mining [WS17/18]

This course provides a general introduction to data science and machine learning, covering topics such as statistical learning theory, supervised learning (parametric and non-parametric), as well as unsupervised methods. In the tutorial, students will implement methods in Python and apply them to real data.