Teaching

Practical labs supporting the lecture on Machine Learning.

Time:

• Group 1:  Thursday,  14:15 - 16:00 

• Group 2:  Tuesday, 10:15 - 12:00

Announcements:

Example Project Topics:

• Binary Classification for Credit Card Fraud Detection
  https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud
  https://archive.ics.uci.edu/dataset/144/statlog+german+credit+data

• Community Detection with Spectral Clustering in e-commerce:
  https://paperswithcode.com/task/community-detection
  https://www.kaggle.com/datasets/lokeshparab/amazon-products-dataset

• Matrix Factorization for Movie Recommender Systems:
  https://paperswithcode.com/dataset/movielens,
  https://github.com/gbolmier/funk-svd, https://surpriselib.com/
  comparison to a neural approach like https://arxiv.org/abs/2302.08191

Also held in 2023/24.

The first edition of the project on XAI.

Time: TBA

Announcements:

Example Project Topics:

Practical labs supporting the lecture on ADM.

Time: TBA

Announcements:

Practical labs supporting the lecture on Advanced Python Course (2023/24).