K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
produces hard assignments, meaning each data point is assigned to only one cluster. The resulting clusters are easy to interpret and analyze. Hierarchical clustering: Hierarchical clustering creates a hierarchy of clusters, represented by a dendrogram. It provides a visual representation of cluster