The Coleridge Initiative’s Applied Data Analytics (ADA) training programs build capacity by enhancing data literacy and technical skills through rigorous and modern methods of analysis. To improve evidence-based decision-making skills, participants are trained in developing, interpreting, and communicating value-based outcomes. The ADA training offers a unique opportunity, particularly for government agency staff, as courses are developed through the direct use of restricted-use microdata to answer real, present policy questions they face and introduce practical, open-source tools that can be used after training ends.