Understanding Data vs. Machine Training

Seminar, University of Hamburg, Winter Term 2025/2026

Topics

Python programming language
- Introduction (PDF)
- Basics (PDF)
- Advanced (PDF)
Markup languages (LaTeX, Markdown)(PDF)
Development environments (PDF)
Version control (Git) (PDF)
Scientific computing (NumPy, SciPy) (PDF)
Data processing and visualisation (Pandas, matplotlib, NLTK) (PDF)
Machine learning with Python (scikit-learn) (PDF)
Presentations by students on developing a job recommendation system for a career orientation platform