Clustering | Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering

Описание к видео Clustering | Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering

This tutorial explains Clustering, applications area of Clustering, Hierarchical Clustering, types of Hierarchical Clustering, Agglomerative and Divisive Hierarchical Clustering with examples.
Content:
-What is Clustering?
-What is Hierarchical Clustering?
-Types of Hierarchical Clustering
-How the Agglomerative Hierarchical Clustering Work
-How The Divisive Hierarchical Clustering Work
-Apply Agglomerative and Divisive Hierarchical Clustering on Data Objects
-Dendrogram Representation for Hierarchical Clustering
-Measure For The Distance Between Two Clusters

*Single Linkage
*Complete Linkage
*Centroid Linkage
*Average Linkage
References:
"Data Mining Concepts and Techniques" book chapter CH 10

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