Lecturing

• Course: Causality
• Course: Computational Statistics
• Course: Intelligente Systeme I - Empirische Inferenz (with M. Hirsch)
• Course: Introduction to Probability and Statistics
• Course: First-year project in Mathematics
• Course: Mathematical Analysis and Statistics in Computer Science
• Course: Modelling and Analysis of Data
• Course: Optimization in Data Science
• Course: Theoretical Statistics
• Seminar: Learning Blackjack
• Seminar: Functional Data Analysis (with H. R. Kuensch)

 

 

Causality lecture notes

I have written a script on causality. Almost all of it made it into our book. It is a bit shorter but less polished. It can be downloaded here.

 

 

Jupyter Notebooks

We have created a few notebooks for getting to know causality. They are available here.

 

 

Summer Schools and Tutorials

• many, such as CUSO, MLSS, GCPR, ...

 

 

Deutsche SchülerAkademie / Sommerakademien der Studienstiftung

• Kausalitaet, Exoplaneten und Black Jack: wie man aus Daten lernt, Sommerakademie 2015
• Akademieleitung, Deutsche SchülerAkademie 2013, 2014, 2016
• Wahrscheinlichkeiten als Sprache, Deutsche SchülerAkademie 2012
• Woher kommt der Strom?, Deutsche SchülerAkademie 2011
• It's Magic, Deutsche SchülerAkademie 2010
• Huete, Naegel, Schuhkartons, Deutsche SchülerAkademie 2009