This course presents artificial intelligence methods in Life Sciences, concretely in drug discovery, pharmacology, toxicology and bioinformatics. The course will demonstrate the application and use of machine learning in Life Sciences, with the focus on the field of small molecules and drug design. Both theoretical foundations of methods as well as basics of the implementation of those will be given.
Subject
Basic machine learning methods in Life Sciences
Molecular representation
Chemical structure information
Chemical descriptors and fingerprints
Advanced machine learning methods in Life Sciences
