Teaching

Upcoming Courses

Machine Learning for Social Scientists
(PhD short course),
University of Bergen, Department of Comparative Politics,
2024.

Previous Courses

Advanced Machine Learning for Social Scientists
University of Essex, Essex Summer School in Social Science Data Analysis,
2021, 2022.

Advanced Quantitative Analysis
(MA course, co-taught with Tor Midtbø and Idunn Nørbech),
University of Bergen, Department of Comparative Politics,
Spring 2021, Spring 2022.

Multivariate Data Analysis
(MA course, co-taught with Tor Midtbø),
University of Bergen, Department of Comparative Politics,
Fall 2020, Fall 2021.

Multilevel/Hierarchical Models
(PhD short course, co-taught with Simon Hug),
University of Geneva, CUSO Doctoral Program in Political Science,
2019.

Machine Learning for Social Sciences
Pompeu Fabra University, Barcelona Summer School in Survey Methodology,
2018, 2019.
[Course website 2018] [Course website 2019]

Methods II: Quantitative Methods
(MA course, co-taught with Dominik Hangartner),
ETH Zurich, Department of Humanities, Social and Political Sciences,
Fall 2018.

Introduction to Machine Learning
(Short course for PhD students and faculty),
University of Geneva, Department of Political Science and International Relations,
2018.
[Course website]

International Cooperation and Conflict
(BA course),
University of Geneva, Global Studies Institute,
Spring 2016.
[Course website]

Empirical Research Methods
(MA course, co-taught with Fritz Sager and Eva Thomann),
University of Bern, Center of Competence for Public Management,
Spring 2011, Spring 2012.

Empirical Research Methods
(MA course, co-taught with Fritz Sager and Christine Zollinger),
University of Bern, Center of Competence for Public Management,
Spring 2010.

Introduction to Statistics with Stata
(Executive MPA short course),
University of Bern, Center of Competence for Public Management,
2010.

Empirical Research Methods
(BA course, teaching assistant for Klaus Armingeon),
University of Bern, Institute of Political Science,
Spring 2009.

Introduction to Political Science
(BA course, teaching assistant for Klaus Armingeon),
University of Bern, Institute of Political Science,
Fall 2008.