This paper addresses machine learning and its relevance to businesses. We attempt to better define some of the popular terms that lead to confusion and hype surrounding the expectations of what to predict from such technologies. We contend that the high levels of current interest are based on rational expectations of automation-driven benefits to business models amassing from the combination of data with statistical models.

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