With Version 0.9 of the Mahout library the Hello World example of the Mahout in Action book is mostly deprecated. I searched for an updated version but not any of the results satisfied me. Following you will find a version of the ‘Hello World clustering example’ without deprecated code, compiler warnings and a bit manner of clean code. It clusters a small amount of points in two clusters using the K-means Algorithm.