UE Machine learning and Deep learning for health

The purpose of the course unit is to familiarize yourself with machine learning (ML) and deep learning (DL) algorithms. We will cover the basic principles behind ML and DL algorithms and apply them to textbook datasets as well as to medical ones. The course takes a pragmatic, user-oriented, approach rather than a more theoretical one (aimed at ML&DL researchers). The course unit comprises a series of hands-on tutorials. Knowledge of the Python programming language is a prerequisite for this course (for the hands-on part).