[Online] GGS-Workshop: "Python for Data Science" (Follow up course to Python for Beginners)
- https://www.uni-giessen.de/de/fbz/zentren/ggs/veranstaltungen/index_html/sose2025/phytondatascience
- [Online] GGS-Workshop: "Python for Data Science" (Follow up course to Python for Beginners)
- 2025-05-15T10:00:00+02:00
- 2025-05-16T17:00:00+02:00
15.05.2025 10:00 bis 16.05.2025 17:00 (Europe/Berlin / UTC200)
Online via Teams
Promovierende, Postdocs
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Instructor: |
Dr. Denis Düsseldorf | |
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Max. Participants: |
15 | |
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Registration Deadline: |
May 5, 2025 |
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Course language: |
English | |
| ECTS: | 2 |
Objectives:
Learn how to apply data analysis and techniques from machine learning (ML) to large datasets in Python
Get a basic understanding of the underlying concepts and algorithms
apply these techniques to your own research data.
Content:
„matplotlib“ for visualization
"NumPy" and "pandas" for handling and manipulation of large datasets and time series
"scikit-learn" for machine learning in Python
Object classification
Regression
Clustering of data and dimensionality reduction
This course is a follow-up course to Python for Beginners. You don´t necessarily need to complete the beginners course, but you do need basic knowledge of the basic functions of python as taught in the first course.
You will soon find further information here under the syllabus "Python for Data Science".