https://github.com/alliander-opensource/data-science-workshop-failing-cable-joints
Data Science Workshop Failing Cable Joints
https://github.com/alliander-opensource/data-science-workshop-failing-cable-joints
Last synced: 4 months ago
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Data Science Workshop Failing Cable Joints
- Host: GitHub
- URL: https://github.com/alliander-opensource/data-science-workshop-failing-cable-joints
- Owner: alliander-opensource
- License: mpl-2.0
- Created: 2023-03-29T12:20:01.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2025-04-03T09:56:33.000Z (about 1 year ago)
- Last Synced: 2025-04-03T10:27:05.140Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 101 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 1
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Data Science Workshop: Predict Failing Cable Joints
### What is this workshop about?
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.
### How to install
Install the necessary python packages and you are good to go:
`pip install -r requirements.txt`