Workshop: Applied Machine Learning (with R)


Dr. Paul C. Bauer

This document serves as slides and script for the workshop Applied Machine Learning taught by Paul C. Bauer (Gesis, Mannheim, Online, 20-23th of February 2024). Original material is licensed under a Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) license. Where I draw on other authors material other licenses may apply. Please note the information in the syllabus as well as the citations and links in the script. For potential future versions of this material see the github repository. If you have feedback or discover errors/dead links please let us know via email ( or by submitting an issue on github. And make sure to install all the necessary packages before you use the script.