What is K-Means Clustering? K-means clustering is amongst the most popular unsupervised machine learning algorithms. Machine learning algorithms roughly divided into three major classes. These classes supervised, unsupervised and reinforcement learning. In supervised setting a data along with its label required in order to have an algorithm work properly. Whereas in unsupervised type of algorithms the data not required to …