In unsupervised machine learning, k-indicates clustering is often used to compress data by grouping similar data points into clusters. This technique simplifies dealing with intensive datasets that lack predefined labels and finds widespread use in fields like graphic compression.[31]In machine learning, while working with scikit master library, we