K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
hierarchical structure of clusters through a dendrogram. This can be useful when you want to explore the relationships and subgroups within your data at different levels of granularity. Unknown Number of Clusters: Hierarchical clustering does not require the number of clusters to be predetermined.