K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
exploration of the clustering structure and can aid in understanding the relationships among the clusters. Cons: Computational Complexity: Hierarchical clustering can be computationally expensive, especially for large datasets. The time complexity is generally higher compared to algorithms like