Python Lab


Python Lab SoSe 2022


Python Lab [4217059]


Prof. Dr. Tim Kacprowski

Typ der Lehrveranstaltung:

Praktikum (Lehre)


Do. 11:00 - 12:30 (wöchentlich) - Hauptveranst.

Erster Termin:

Do., 21.04.2022 11:00 - 12:30


Python Lab


expected performance:
1 Studienleistung: Team-based development and documentation of a data
science software tool.

Learning Objectives:
After successful completion of this module, students will have the competence to apply Python for designing and implementing small to medium software projects and analytic workflows with a focus on statistics and machine learning. During an interactive learning phase during which the students will be able to apply common packages such as scikit-learn, and they will be able to synthesize analysis workflows for diverse data science questions. These workflows will be presented and discussed in a mini-conference among the students. After the mini-conference, students will form small teams to develop data science software tools which will be presented during the closing event. They will gain the competence to critically evaluate machine learning

- Introduction to Python
- Introduction to explorative data analysis in Python
- Statistical data analysis
- Unsupervised machine learning
- Supervised machine learning
- Critical assessment of machine learning

Literatur: wird noch bekanntgegeben