Let's try to predict which cable joints ('Moffen') are most likely to fail. This can be used to perform preventive maintainance.

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 seperate notebook.
The dataset in this workshop is a dummy and is meant for learning purposes.

You can either clone this repo and run it locally, or use a github codespace for that.

1. Go to github codespace
2. Select this repository
3. A pod with the correct environment and packages is automatically created:)

1. Clone the repository
2. Create a virtual environment. E.g. conda create -n cable_joints python=3.10
3. Install the nessecary python packages and you are good to go: pip install -r requirements.txt