Mindforge ML | Foundations to Intelligence

Mindforge ML | Unit 5 – Podcast 04_Title: Hierarchical Clustering and Dendrogram Analysis


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This episode explores hierarchical clustering — a tree-based approach to grouping data and understanding relationships between clusters.

Key topics:

  • Agglomerative clustering: Bottom-up approach.

  • Divisive clustering: Top-down approach.

  • Linkage methods: Single, complete, average, and Ward.

  • Dendrogram: Visual representation of cluster hierarchy.

This episode helps visualize clustering structures beyond simple grouping.

Series: Mindforge ML

Produced by: Chatake Innoworks Pvt. Ltd.

Initiative: MindforgeAI

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Mindforge ML | Foundations to IntelligenceBy CI Codesmith