{"id":19069003,"url":"https://github.com/kmohamedalie/clustering-algorithms","last_synced_at":"2026-06-29T10:31:31.572Z","repository":{"id":183644159,"uuid":"667523652","full_name":"Kmohamedalie/Clustering-Algorithms","owner":"Kmohamedalie","description":"unsupervised machine learning with clustering algorithms","archived":false,"fork":false,"pushed_at":"2023-08-22T14:13:15.000Z","size":332,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-22T03:31:55.202Z","etag":null,"topics":["dbscan","hierarchical-clustering","kmeans-clustering","unsupervised-machine-learning"],"latest_commit_sha":null,"homepage":"https://github.com/Kmohamedalie/Clustering-Algorithms","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Clustering-Algorithms\nUnsupervised Machine Learning with Clustering algorithms: in the repository I explored three clustering algorithms K Means,  Hierarchical, and DBSCAN.\n\n### **Practical use case of Hierarchical, BDSCAN, K- Means Clustering:**\n\n\n### Mall_Customers Dataset \n\nCredit and for more:   [Youtube tutorial](https://www.youtube.com/watch?v=lQt92mh0N8I)\n\nLink to the : [Kaggle dataset](https://www.kaggle.com/datasets/shwetabh123/mall-customers?resource=download)\n\nTheoretical lessons about the algorithms:\u003cbr/\u003e\n[K Means Clustering](https://www.youtube.com/watch?v=YIGtalP1mv0) \u003cbr/\u003e\n[Hierarchical Clustering](https://www.youtube.com/watch?v=ijUMKMC4f9I)\u003cbr/\u003e\n[DBSCAN](https://www.youtube.com/watch?v=RDZUdRSDOok)\n\n\n### Plot of Dendrogram and Elbow from the 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