What is Clustering?
A particular unsupervised learning technique used in machine learning is clustering. Inferential conclusions are made using the unsupervised learning method using data sets without labeled output variables. We can examine the multivariate data sets using this exploratory data analysis method. The task of clustering is breaking data sets into a certain number of clusters so that the data points within each cluster share common traits. The clustering of data points into clusters ensures that there is a minimum distance between the data points within the clusters. Clustering is a technique for dividing groups with similar features.