This is the course page for the course taught at the University of Bonn. The course programme includes four course days covering key concepts in machine learning.
- We recommend reading the Python-Tutorial to get started.
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Day - Mathematical and Software Engineering foundations
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Day - Foundations of Machine Learning
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Day - Convolutional Neural networks
- a. Feed-Forward Networks, FFN exercise
- b. Convolutional Neural Networks, CNN exercise
- c. Segmentation, Segmentation Exercise
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Day - Interpretable machine learning and Large Language Models
We thank the state of North Rhine-Westphalia and the Federal Ministry of Education and Research for supporting this project.
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