K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
be specified in advance. The dendrogram allows you to explore different levels of granularity, enabling the identification of clusters at multiple scales. Flexibility in Cluster Shape: Hierarchical clustering can handle clusters with arbitrary shapes. It is not limited to assuming spherical