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