Teaching

Applied Machine Learning in Python

I developed and taught this course for mathematics students at LMU Munich. The course introduces machine learning methods through interactive Jupyter notebooks, programming exercises, and open-ended projects. All the course materials are publicly available on GitHub.

➡️ Course repository: Applied Machine Learning in Python

Teaching at LMU Munich

• Applied Machine Learning in Python (MSc), Lecturer (Summer 2025, 2026)
• The Modern Mathematics of Artificial Intelligence (MSc Seminar, Winter 2025–26)
• Computational Mathematics (BSc), Lecturer (Winter 2025–26)
• Teaching Assistant:
  • Mathematical and Statistical Machine Learning
  • Convex Optimization
  • Mathematical Signal and Image Processing
  • Multivariate Analysis
  • Linear Algebra