Earners of this badge have an understanding of the data science programming, statistical and machine learning tools and techniques used to make discoveries, develop models and report data results. Participants have learnt about basic data engineering activities and data models, and testing to ensure hypotheses and models satisfy requirements. They also covered the importance of adhering to the principles of good data management, including data ethics, data privacy and data governance.