K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
well and is suitable for applications where efficiency is important. Predefined Number of Clusters: K-means requires the number of clusters (k) to be specified in advance. If you have prior knowledge or a specific requirement for the number of clusters, K-means can be a suitable choice. Numeric