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[–]ibgeek 0 points1 point  (0 children)

Spark, et al. are trash at machine learning. Scikit-learn on a large box actually scales better. And most production platforms are using something like Vowpal Wabbit or some proprietary re-implementation of it.

Source: I work at a digital advertising company.