K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
clustering is not as scalable as some other clustering algorithms. As the number of data points increases, the computational cost and memory requirements also increase significantly. Difficulty in Determining Number of Clusters: While hierarchical clustering does not require specifying the number