In unsupervised machine learning, k-means clustering may be utilized to compress data by grouping equivalent data points into clusters. This technique simplifies handling considerable datasets that lack predefined labels and finds prevalent use in fields for example image compression.[31]Let us explore them one after the other. Aid Vector Machines