AI and Data Science with Python
A Doctorate plusBIGS workshop offered by the Bonn Graduate Center
This workshop equips you with the skills to apply machine learning (ML) and artificial intelligence (AI) techniques to large datasets using Python. After the course, you will have a basic understanding of the underlying concepts and algorithms, and you will be able to apply these techniques to your own research data.
In-person Workshop
Tuesday, February 4, 2025
10:00 a.m. - 5:00 p.m.
Wednesday, February 5, 2025
10:00 a.m. - 5:00 p.m.
Thursday, February 6, 2025
10:00 a.m. - 5:00 p.m.
Please register your interest in this workshop by September 4, 2024, stating your BIGS affiliation.
Trainer
Dr. Denis Düsseldorf
Language
English
Location
Alte Sternwarte
Poppelsdorfer Allee 47*
*The premises have limited accessibility. Please contact
us if you need assistance.
Target Group
Doctoral students from the Bonn International Graduate Schools (BIGS)
Track(s)
Research
Certificate
24 units are applicable within the Doctorate plus certificate
Description
The workshop introduces powerful third-party Python packages for data handling, manipulation, and visualization. We cover the basic ideas of the most common ML/AI techniques, including clustering, object classification, regression, dimensional reduction, and neural networks. Using available Python implementations, you will learn how to prepare the input data, apply the algorithms, and interpret the output.
This course is suitable for anyone who already has some basic knowledge of the Python programming language and now wants to work efficiently with large amounts of data.
Content
- Visualization, handling and manipulation of large amounts of data in Python
- Machine Learning and Artificial Intelligence using Python
- Object classification
- Regression
- Clustering
- Dimensional reduction
- Neural networks
Childcare
If you need childcare during the event, please contact the Family Office of the University of Bonn at least two weeks in advance.
Contact
Bonn Graduate Center
Address
Alte Sternwarte
Poppelsdorfer Allee 47
53115 Bonn
More Workshops?
Have a look at our Doctorate plus program this semester with plenty of other workshops open for all doctoral students.
Also see
Certificate Doctorate plus
Acquire the Doctorate plus Certificate in one of our three career tracks.
Good Scientific Practice
Learn more about scientific integrity and responsibility in research.
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