K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
Outliers can significantly impact the cluster centroids and the resulting clusters. Limited Cluster Shape Flexibility: K-means clustering assumes that clusters are spherical and have similar sizes. It may struggle with complex cluster shapes or clusters with varying densities. Lack of Robustness to