https://github.com/norafrn/customer-clustering
Implemented a full K-Means clustering pipeline using Python, scikit-learn, and Pandas to segment customers in the Instacart dataset based on shopping behaviour. Automated preprocessing, feature scaling, and visualization (PCA, heatmaps).
https://github.com/norafrn/customer-clustering
heatmap k-means-clustering pandas pca-analysis sckit-learn
Last synced: 2 months ago
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Implemented a full K-Means clustering pipeline using Python, scikit-learn, and Pandas to segment customers in the Instacart dataset based on shopping behaviour. Automated preprocessing, feature scaling, and visualization (PCA, heatmaps).
- Host: GitHub
- URL: https://github.com/norafrn/customer-clustering
- Owner: norafrn
- Created: 2025-10-07T16:47:17.000Z (9 months ago)
- Default Branch: Main
- Last Pushed: 2025-10-07T21:49:30.000Z (9 months ago)
- Last Synced: 2025-10-07T23:35:28.953Z (9 months ago)
- Topics: heatmap, k-means-clustering, pandas, pca-analysis, sckit-learn
- Language: Jupyter Notebook
- Homepage:
- Size: 11.2 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
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Metadata Files: