KMeans clustering basics

Clustering is part of an unsupervised algorithm in machine learning. Unlike supervised algorithms like linear regression, logistic regression, etc, clustering works with unlabeled data or data without target variables. The task of clustering is to group similar data points. Clustering comes under the data mining topic and there is a lot of research going on in this field and there exist many clustering algorithms. The following are the main types of clustering algorithms.