Recent vesrion of Apache Spark (1.4) comes with lots of cool features, specifically in the Machine Learning capability. It has a parameter tuning, pipeline, evaluation, R and Predictive Model Markup Language (PMML) support. It seems that Spark will be gaining lots of traction due to extensive support to Data Science.