Internal List of AI and DS Resources

The following list contains a selection of AI and data science related courses that are/were available at the FU Berlin. Some of these courses might be only available during the summer or winter semester or might even be discontinued in the future. Links may be volatile however the name of the course should make it possible to find every course. Courses that deal with the responsible use of AI are furthermore marked by keywords indicating their focus areas.

You can find a list of all responsible AI courses at the FU Berlin here.

Name	Subject	Keyword	Research Group	Link
Statistics for Data Science	Data Science		Dynamische Systeme / Stochastik	Link
Stochastics II	Other		Computational Statistical & Biological Physics	Link
Stochastics III	Other		Computational Statistical & Biological Physics	Link
Stochastics IV: Stochastic Partial Differential Equations: Classical and New	Other		Computational Statistical & Biological Physics	Link
Research Seminar Computational Statistical & Biological Physics	Other		Computational Statistical & Biological Physics	Link
Seminar: Stochastics in Action	Other	Critical reflection	Dynamische Systeme / Stochastik	Link
Seminar on stochastics	Other		Dynamische Systeme / Stochastik	Link
Artificial Intelligence	Artificial Intelligence	Explainability	Artificial Intelligence and Machine Learning	Link
Ethics and Epistemology of AI	Artificial Intelligence	Ethical principals, Critical reflection, Diversity and inclusion	Artificial Intelligence and Machine Learning	Link
Machine Learning for Process Monitoring	Artificial Intelligence		Artificial Intelligence and Machine Learning	Link Link
How can we design systems for intelligent vehicles?	Other	Ethical principals, Sustainability and environmental impact	Dahlem Center for Machine Learning and Robotics	Link Link
Softwareprojekt: Überwachtes und Unüberwachtes Lernen in der Verhaltensforschung	Other		Dahlem Center for Machine Learning and Robotics	Link
Forschungsseminar: Artificial and Collective Intelligence	Other		Dahlem Center for Machine Learning and Robotics	Link
Practice seminar for Artificial intelligence	Artificial Intelligence	Explainability	Artificial Intelligence and Machine Learning	Link
Implementation Project: Lab Machine Learning for Data Science	Artificial Intelligence		Artificial Intelligence and Machine Learning	Link
Introduction to Profile Areas	Data Science		Artificial Intelligence and Machine Learning	Link Link
Machine Learning for Data Science	Machine Learning	Explainability, Sustainability and environmental impact	Artificial Intelligence and Machine Learning	Link
Programming for Data Science	Data Science		Algorithmic Bioinformatics	Link
Statistical Methods for Small Sample Sizes	Data Science			Link
Complex Data Analysis in Physiology	Data Science			Link
Markov Chains	Data Science			Link
Applications of Algorithms	Data Science			Link
Datenbanksysteme Data Science	Data Science	Data security and data protection		Link Link
Data Science in the Life Sciences	Data Science	Sustainability and environmental impact	AG Künstliche Intelligenz und Maschinelles Lernen	Link
Data Visualization	Data Science	Critical reflection		Link
Molekulare Netzwerke	Data Science			Link
Phylogeny Inference and Application	Data Science			Link
Methodology for clinical trials	Data Science	Critical reflection		Link
Structural Bioinformatics Methods in Drug Development	Data Science			Link
Ethics an Policy Questions	Other	Ethical principals, Critical reflection		Link
Machine Learning in Bioinformatics	Machine Learning			Link
Journal Club: Public Health Data Science	Data Science			Link
Applied Machine Learning in Bioinformatics	Machine Learning			Link
SARS-CoV-2 Bioinformatics & Data Science	Data Science			Link
Cybersecurity and AI I – mit Datenschutz, Biometrischen KI Systemen, KI Zertifizierung	Artificial Intelligence	Data security and data protection		Link
Seminar: Data Visualization and Mining	Data Science			Link
Seminar: New Trends in DB	Data Science			Link
Privacy & Security	Data Science	Sustainability and environmental impact		Link
Masterseminar Geometrische Statistik	Other			Link
Seminar Künstliche Intelligenz	Data Science			Link
Softwareprojekt: Semantische Technologien	Data Science			Link
Seminar: Künstliche Intelligenz – Autonome Fahrzeuge	Artificial Intelligence			Link
Seminar: Informationstheoretische Grundlagen von ML	Data Science			Link
Spezielle Aspekte der Datenverwaltung	Data Science			Link
Seminar: Unsupervised Learning	Machine Learning			Link
Seminar: Machine Learning for Process Monitoring	Machine Learning		Artificial Intelligence and Machine Learning	Link
Softwareprojekt Künstliche Intelligenz	Artificial Intelligence			Link
Statistik für Biowissenschaften II	Other			Link Link