Let's try to predict which cable joints ('Moffen') are most likely to fail. This can be used to perform preventive maintenance.
In this hands-on workshop you will experience all facets of a Data Science project: from dataset to model.
The workshop is fully contained in a jupyter notebook and (reference) solutions are included in a separate notebook.
The dataset in this workshop is a dummy and is meant for learning purposes.
Install the necessary python packages and you are good to go:
pip install -r requirements.txt