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1. HDBSCAN: The Supercharged Version of DBSCAN — An Algorithmic Deep Dive

   This article provides a beginner-friendly introduction to HDBSCAN, a powerful hierarchical clustering algorithm that extends the capabilities of DBSCAN by handling varying densities more effectively. It compares HDBSCAN to DBSCAN and KMeans, highlighting the advantages of HDBSCAN in handling clusters of different shapes and sizes.

   2024-09-14 Tags: hdbscan, dbscan, clustering, machine learning, data science, hierarchical clustering, density-based clustering by klotz
2. Why Clustering Fails

   Discusses reasons why clustering in data science might not produce desired results and how to address these issues.

   2024-07-06 Tags: clustering, data science, unsupervised, machine learning, hdbscan by klotz
3. Clustering sentence embeddings to identify intents in short text | by David Borrelli | Oct, 2021 | Towards Data Science

   2021-10-20 Tags: embedding, intent, umap, hdbscan, classification, machine learning by klotz

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