The Data Science Framework
Our foundation for doing data science is Keller et al. (2020) data science framework which is well illustrated with figure 1 of the article.
Throughout the DSPG program every participant will be applying the framework to their projects.
Read the article and reflect on what aspects of the framework are familiar or new to you.
Practice the Data Science Project Ethics Checklist (appendix) by applying it to a previous project you have worked on or reflect on how you would apply it to a new project of your interest.
Works Cited
Keller, Sallie Ann, Stephanie Slepicka Shipp, Aaron David Schroeder, and Gizem Korkmaz. 2020. "Doing Data Science: A Framework and Case Study." Harvard Data Science Review 2 (1). DOI: 10.1162/99608f92.2d83f7f5.