K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
clustering constructs a hierarchy of clusters by iteratively merging or splitting clusters based on a linkage criterion. The pairwise distance calculations required during the merging or splitting process can result in a higher computational cost, especially for large datasets. In summary, if the