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.
- Go to github codespace
- Select this repository
- A pod with the correct environment and packages is automatically created:)
- Clone the repository
- Create a virtual environment. E.g.
conda create -n cable_joints python=3.10 - Install the nessecary python packages and you are good to go:
pip install -r requirements.txt