Mahout is a project which is designed with the aim of building scalable machine learning libraries using the MapReduce framework. Ricardo is presented as a scalable platform for applying sophisticated statistical methods over huge data repositories. It is designed to facilitate the trading between R (a famous statistical software packages) and Hadoop where each trading partner performs the tasks that it does best. In particular, this trading is done in a way where R sends aggregation-processing queries to Hadoop while Hadoop sends aggregated data to R for advanced statistical processing or visualization.
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