Clustering 101- A Beginner’s Guide to Hierarchical Clustering (Part 1/5) | by Mounica Kommajosyula | Dec, 2024

Within the earlier weblog, we mentioned the idea of Distance-based clustering. We explored the important thing options, benefits, and challenges confronted by distance-based clustering on our dataset.

In at present’s weblog, we are going to look at one other standard clustering idea: hierarchical clustering, a technique that builds a tree of knowledge factors.

Follow along with my playlist on Clustering.

Mounica Kommajosyula

Clustering 101

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15 tales

1. Introduction to hierarchical clustering
2. Key concepts of hierarchical clustering
3. Types of Hierarchical Clustering
4. Part 2

• This methodology teams related knowledge factors to type a hierarchy of clusters. This methodology creates this hierarchy as a tree-like construction known as a “Dendrogram”.
• In contrast to the Okay-Means clustering algorithm, this clustering methodology doesn’t require you to specify the quantity…