I am involved in teaching DS/ML-related courses and supervising M.Sc. dissertations at the Chair of Information Systems at the Humboldt University of Berlin. This page summarizes my experience.

Courses

Business Analytics and Data Science (M.Sc.)

  • preparing Python notebooks with ML exercises and solutions
  • answering students’ questions in Q&A sessions and discussion forum

Student theses

  • Active Learning in Credit Scoring
  • A Multi-Objective Particle Swarm Optimization Approach for Feature Selection in Credit Scoring
  • Multi-Objective Feature Selection in Credit Scoring