Module CS2450-KP02, CS2450
Tools for scientific practice (Werkzeuge)
Duration
1 Semester
Turnus of offer
each winter semester
Credit points
2
Course of studies, specific fields and terms:
- Bachelor Interdisciplinary Courses for health sciences, optional subject, Interdisciplinary modules
- Bachelor Computer Science 2019, compulsory, Interdisciplinary modules
- Bachelor Medical Informatics 2014, optional subject, Interdisciplinary modules
- Bachelor Medical Informatics 2019, optional subject, Interdisciplinary modules
- Bachelor Computer Science 2016, compulsory, Interdisciplinary modules
- Bachelor Interdisciplinary Courses, optional subject, Interdisciplinary modules
- Bachelor Media Informatics 2014, optional subject, Interdisciplinary modules
- Bachelor Computer Science 2014, compulsory, Interdisciplinary modules
Classes and lectures:
- Tools for scientific practice (seminar-style lectures, 2 SWS)
Workload:
- 30 hours private studies
- 30 hours in-classroom work
Contents of teaching:
- Programming language Python
- Markup languages (LaTeX, Markdown)
- User Interfaces and Integrated Development Environments (Jupyter Notebook)
- Software for version control (git)
- digital libraries search (DBLP, ACM, IEEE)Scientific Computing (NumPy, SciPy)
- Data processing and visualization (Pandas, matplotlib, NLTK)
- Machine Learning (scikit-learn)
- DeepLearning (Tensorflow, PyTorch)
Qualification-goals/Competencies:
- The students know diverse technical tools for scientific work.
- They can apply important technical tools from the Python Ecosystem.
- They can handle version control and markup languages.
- They are able to select appropriate tools.
Grading through:
- exercises and project assignments
Responsible for this module:
- Studiengangsleitung Informatik
Teacher:
- Institute of Computer Engineering
- Alle prüfungsberechtigten Dozentinnen/Dozenten des Studienganges
Language:
- German and English skills required
Notes:
Prerequisites for attending the module:- None
Last Updated:
02.10.2025