K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
clustering captures the hierarchical structure of the data by creating a tree-like structure called a dendrogram. This can provide insights into the relationships and subgroups within the data. No Assumption of Number of Clusters: Hierarchical clustering does not require the number of clusters to