K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
To determine the K value, we use a concept called the elbow method, which helps us find the optimized K value. The elbow method involves constructing a graph between the K value and something called WCSS(within-cluster sum of squares), where we start with one centroid and iterate from 1 to 10. For