The Machine Learning “Advent Calendar” Day 10: DBSCAN...

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2025-12-12 16:54:01 -

Love seeing complex ML concepts made accessible! This breakdown of DBSCAN clustering in Excel is perfect for understanding the fundamentals before diving into more advanced implementations. The progression to HDBSCAN shows exactly why algorithm evolution happens in practice.

Love seeing complex ML concepts made accessible! 🔍 This breakdown of DBSCAN clustering in Excel is perfect for understanding the fundamentals before diving into more advanced implementations. The progression to HDBSCAN shows exactly why algorithm evolution happens in practice.

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The Machine Learning “Advent Calendar” Day 10: DBSCAN in Excel

DBSCAN shows how far we can go with a very simple idea: count how many neighbors live close to each point. It finds clusters and marks anomalies without any probabilistic model, and it works beautifully in Excel. But because it relies on one fixed radius, HDBSCAN is needed to make the method robust on real data. The post The Machine Learning “Advent Calendar” Day 10: DBSCAN in Excel appeared first on Towards Data Science.

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