Agglomerative clustering: Agglomerative hierarchical clustering uses a bottom-up strategy. It starts by placing each object as an individual cluster, and then merges these atomic clusters into larger and larger clusters, iteratively, until all the objects are in a single cluster or until certain termination conditions are satisfied.