Laboratory Machine Learning

 

The practical course Laboratory Machine Learning takes place in the winter as well as in the summer semester. Registration via RWTHOnline is required. You can search with the title “Laboratory Machine Learning” (German: Praktikum Machine Learning) or with the course number 61.00012 in RWTHOnline. You will be informed via email on 8. October 2024, if you have been assigned a place of this lab course.

10 Sessions on Thursdays

Group Morning  09:00-12:00 or

Group Afternoon 14:00-17:00

10.10.2024 Organization (mandatory)
17.10.2024 Basics All at Once
24.10.2024 Loss and Metric
31.10.2024 Neural Network and Backpropagation
07.11.2024 CNN for Classification
14.11.2024 CNN for Segmentation
21.11.2024 Generative Adversarial Network
28.11.2024 Denoising Diffusion Probabilistic Model
05.12.2024 Transformer
09.01.2025 Anomaly Detection

 

For further questions, please contact

M.Sc.