K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
clusters, allowing for more flexibility in capturing complex cluster structures. Agglomerative and Divisive Approaches: Hierarchical clustering offers both agglomerative and divisive approaches. Agglomerative clustering starts with individual data points as clusters and merges them iteratively,