Earners of this badge have a basic understanding of data integration fundamental concepts, tools, and applications for machine learning and advanced data analysis. They are able to extract, transform and load data from disparate sources into a form that is consumable by analytics processes. They know how to apply these skills to business problems and are able to effectively communicate their understanding to internal and external parties.