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Free Electives

Modul CS2450-KP02, CS2450

Tools for scientific practice (Werkzeuge)

Duration:


1 Semester
Turnus of offer:


each winter semester
Credit points:


2
Course of studies, specific field and terms:
  • Bachelor Interdisciplinary Courses for health sciences (optional subject), interdisciplinary competence, Arbitrary semester
  • Bachelor Computer Science 2019 (compulsory), interdisciplinary competence, 3rd semester
  • Bachelor Medical Informatics 2014 (optional subject), interdisciplinary competence, Arbitrary semester
  • Bachelor Medical Informatics 2019 (optional subject), interdisciplinary competence, Arbitrary semester
  • Bachelor Computer Science 2016 (compulsory), interdisciplinary competence, 3rd semester
  • Bachelor Interdisciplinary Courses (optional subject), Interdisciplinary modules, Arbitrary semester
  • Bachelor Media Informatics 2014 (optional subject), interdisciplinary competence, 5th or 6th semester
  • Bachelor Computer Science 2014 (compulsory), interdisciplinary competence, 3rd semester
Classes and lectures:
  • Tools for scientific practice (seminar-style lectures, 2 SWS)
Workload:
  • 30 Hours in-classroom work
  • 30 Hours private studies
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
Is requisite for:
Responsible for this module:
  • Studiengangsleitung Informatik
Teachers:
  • Alle prüfungsberechtigten Dozentinnen/Dozenten des Studienganges
Language:
  • German and English skills required
Notes:

Prerequisites for attending the module:
- None

Letzte Änderung:
11.1.2024