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Customer Segmentation (K-Means)

Overview - data mining project

Customer Segmentation project using K-Means clustering with an interactive Streamlit dashboard. The project segments customers (example dataset: Mall_Customers.csv) and provides cluster visualizations, profiles, and downloadable segmented data..

Project structure

customer-segmentation/
├── data/Mall_Customers.csv
├── outputs/
├── models/kmeans_model.pkl
├── src/
│ ├── utils.py
│ ├── train.py
│ └── app.py
├── requirements.txt
├── profile.txt
└── render.yaml

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Apply Kmeans algorithm for business insights

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