Lectures in previous semesters
University of Freiburg
Applied Machine Learning in Economics and Finance, Summer Term 2023
Advanced Topics in Econometrics, Winter Term 2023/24
Zeppelin University
Advanced Applied Econometrics, ST 2024
Applied Machine Learning, FT 2024
Causal Impact Evaluation, FT 2024
Data Science, FT 2025
This course provides a practical and theoretical introduction to the field of Data Science. Students will learn the foundations of data acquisition, processing, statistical modeling, machine learning, and data visualization. The course emphasizes hands-on experience using R/Quarto and real-world datasets to prepare students for careers in analytics and data-driven decision making