The two main methods of cluster analysis are:

1/Hierarchical clustering

2/Partitioning clustering

Two different types of clustering, which are hierarchical and non-hierarchical methods. Non-hierarchical Clustering In this method, the dataset containing N objects is divided into M clusters. In business intelligence, the most widely used non-hierarchical clustering technique is K-means.