How to use Talend & Apache Mahout ? for machine learning purposes With tMahoutClustering component. Users can easily group numerical data together into clusters that share some similarity through approximating numerical values according to some defined distance metrics. Talend provides a simple wrapper to run Apache Mahout clustering libraries. Mahout offers pre-built algorithms for clustering,