https://github.com/snigdho8869/clustering-projects
Repository for various clustering projects including mall customer segmentation and more. Explore data analysis and clustering techniques
https://github.com/snigdho8869/clustering-projects
cluster-analysis clustering clustering-algorithm customer-segmentation deep-learning gaussian-mixture-models hierarchical-clustering hierarchical-models kmeans-algorithm kmeans-clustering machine-learning mall-customer-segmentation mall-customers numpy pandas scikit-learn segmentation spectral-clustering tensorflow
Last synced: 8 months ago
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Repository for various clustering projects including mall customer segmentation and more. Explore data analysis and clustering techniques
- Host: GitHub
- URL: https://github.com/snigdho8869/clustering-projects
- Owner: Snigdho8869
- Created: 2023-10-28T22:43:48.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-10-31T20:47:28.000Z (about 2 years ago)
- Last Synced: 2024-01-25T12:10:02.945Z (almost 2 years ago)
- Topics: cluster-analysis, clustering, clustering-algorithm, customer-segmentation, deep-learning, gaussian-mixture-models, hierarchical-clustering, hierarchical-models, kmeans-algorithm, kmeans-clustering, machine-learning, mall-customer-segmentation, mall-customers, numpy, pandas, scikit-learn, segmentation, spectral-clustering, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 962 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Clustering Projects
## Project Highlights:
- **Mall Customer Segmentation:** Explore customer segmentation for a mall using K-Means, Hierarchical, GMM, and Spectral Clustering in Python. Gain insights into customer groups based on annual income and spending scores. Visualize clusters and cluster centers to inform marketing strategies.