Earners of this badge have a basic understanding of data science fundamental concepts, tools and applications for machine learning and advanced data analysis. They are able to extract relevant business knowledge and insights from data using a range of tools and methods. They know how to apply these skills to business problems and are able to effectively communicate their understanding to internal and external parties.