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https://github.com/myahninsi/customer-segmentation-recommendation-ml
This project addressed challenges in understanding customer behavior and personalizing shopping experiences for an e-commerce platform. Developed ML solutions including K-Means clustering for segmentation, Random Forest regression for CLV prediction, and collaborative filtering for product recommendations.
https://github.com/myahninsi/customer-segmentation-recommendation-ml
collaborative-filtering k-means-clustering pandas python random-forest scikit-learn
Last synced: 25 days ago
JSON representation
This project addressed challenges in understanding customer behavior and personalizing shopping experiences for an e-commerce platform. Developed ML solutions including K-Means clustering for segmentation, Random Forest regression for CLV prediction, and collaborative filtering for product recommendations.
- Host: GitHub
- URL: https://github.com/myahninsi/customer-segmentation-recommendation-ml
- Owner: myahninsi
- License: mit
- Created: 2024-12-29T10:47:04.000Z (26 days ago)
- Default Branch: main
- Last Pushed: 2024-12-29T11:03:05.000Z (26 days ago)
- Last Synced: 2024-12-29T12:17:37.185Z (26 days ago)
- Topics: collaborative-filtering, k-means-clustering, pandas, python, random-forest, scikit-learn
- Language: Jupyter Notebook
- Homepage:
- Size: 813 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0