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Discuss the differences between K-Means and Hierarchical clustering. Discuss the various linkage methods for clustering. Discuss the Hierarchical clustering in detail. What are dendrograms? Discuss the agglomerative and divisive clustering approaches. Discuss the various improvements in K-Means What are the challenges with K-Means? Discuss the step by step implementation of K-Means Clustering. What is the significance of ‘K’ in K-Means and how is it calculated? Discuss the elbow method.