Earners of this badge have studied the statistical and machine learning tools and techniques that support data analysis and data modelling. They have learnt about multi-source data models and the importance of data processing, data manipulation, data management and auditing to assure quality results. They understand the importance of informing and upholding data management processes and governance standards, including data ethics and data privacy.