Clustering is a technique in unsupervised machine learning where data points are grouped into subsets, or clusters, based on their similarity or proximity to each other. Clustering has many applications in various fields such as data analysis, image processing, natural language processing, and bioinformatics, among others. 1. K-Means Clustering K-Means Clustering is a…