Data Literacy

Lectures that were part of an undergraduate course held at University of Münster, School of Business and Economics (summer 2024, taught in German) 🎓

In this section:

• Datenmanipulation & Datenanalyse mit Python

• Arbeiten mit Textdaten

• Korrelation & Kausalität

• Datenbeschaffung mittels API

• Generative KI & Large Language Models

Machine Learning in R

Lectures that were part of a graduate course held at University of Münster, School of Business and Economics (winter 2021, taught in English) 🎓

In this section:

• 1. Dynamic Programming with Rmarkdown

• 2. Version Control with Git and GitHub

• 3. Introduction to the Tidyverse

• 4. Machine Learning Workflows with Tidymodels

• 5. Feature Engineering

• 6. Imbalanced Learning

• Problem Sets