As part of our consulting practice Win-Vector LLC has been helping a few clients stand-up advanced analytics and machine learning stacks using R
and substantial data stores (such as relational database variants such as PostgreSQL
or big data systems such as Spark
).

Often we come to a point where we or a partner realize: "the design would be a whole lot easier if we could phrase it in terms of higher order data operators."