Earners of this badge have a basic understanding of the data architecture fundamental concepts, tools, and applications for machine learning and advanced data analysis. They are able to compose models, policies, rules, and standards that govern how data is collected and stored including the design and management of data infrastructure. They know how to apply these skills to business problems and are able to effectively communicate their understanding to internal and external parties.