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vishrut-b · Dec 23, 2024 · 8c4b5c3 · 8c4b5c3
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 2. **K-Means Execution**:
    - Clustered scaled data into four segments.
-   ![Description of image](_imgs/fig5.png)
+   ![Description of image](assets/fig5.png)
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 ## Key Results
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 ## Conclusion
 K-Means clustering successfully segmented customers into actionable groups. These insights can drive personalized marketing and improve overall business strategy.
-![Description of image](https://raw.githubusercontent.com/vishrut-b/clustering-analysis-of-online-retail-data/blob/70d1da46514a4513ac15dc5b03fdfadf5310a4f4/_imgs/fig8.png)
+![Description of image](assets/fig8.png)
 ### Next Steps
 1. Deploy the clustering model in a production environment.
 2. Integrate segmentation results into CRM systems.