Timur Öztürk

Timur Öztürk

Ph.D. Candidate in Economics at the University of Bayreuth. I study historical political economy and demographic change in Germany, combining archival sources with econometrics and AI based digitization methods.

Data Science for Economic Historians

MSc

Python

2023S, 2024S, 2025S

Graduate course on data-science methods for economic historians, taught in Python.

Code | Repository | Slides

Machine Learning and AI

BSc and MSc

Python

2025S, 2025W

Course on machine learning and AI methods, taught in Python.

Code | Repository | Slides

Quantitative Methods in Economic History

MSc

R

2026S

Graduate course on quantitative methods in economic history, taught in R.

Code | Repository | Slides

Refresher in Mathematics and Statistics

MSc

R

2023W, 2024W, 2025W

Refresher course in mathematics and statistics for graduate students, taught in R.

Code | Repository | Slides

Practice for Advanced Econometrics

MSc

R

2021S, 2022W, 2023W

Applied econometrics practice course taught in R.

Code | Repository | Slides

Economic History

BSc and MSc

Economic history

2022W, 2023W, 2026S

Teaching in economic history for undergraduate and graduate students.

Code | Repository | Slides