I will discuss the problem of estimating the cluster tree of a density. The problem has a rich history in statistics starting with early work of Hartigan in the 70s. I will discuss a recent algorithm from Chaudhuri and Dasgupta which achieves optimal rates of convergence for this problem and discuss extensions to estimating the cluster tree for a density supported on or near a smooth manifold.