K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
iterative algorithm that converges relatively quickly, especially if the dataset is well-behaved and the number of clusters is not excessively large. On the other hand, hierarchical clustering has a time complexity of O(n² * log(n)) or O(n³) depending on the specific algorithm used. Hierarchical