K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
squares is more compact than a cluster that has a large sum of squares. Clusters that have higher values exhibit greater variability of the observations within the cluster. In this case, we are working with two centroids. We will be initializing them randomly and marking them with different colors.