Interest in machine learning technology often revolves around its capacity to automate and improve analytical predictions. But it has other uses, too. In one emerging example, machine learning underlays data management advancements in the zone that lies between IT-based data developers and analysts working in business units, powering a new category of self-service data preparation tools.