This page has a collection of links to examples incorporating PBL in Data Science:
SELF-CONTAINED PBL MODULES
PBL Module: Fatal Police Violence
This PBL Module was created for one of the datasets, curated by the Data Science for Social Justice team, at https://sites.google.com/view/dssj/projects. (This project is funded by NSF HRD #1912408. Project Team: Drs. R. N. Uma, Rebecca Zulli Lowe, Adrienne Smith, and Alade Tokuta.)
Additional modules will be made available as they are developed.
PROGRAMS with CAPSTONE PROJECTS (a sampling in alphabetic order)
Carnegie Mellon University - http://www.stat.cmu.edu/capstoneresearch/spring2020/
New York University - https://cds.nyu.edu/capstone-project/
Rice University - https://d2k.rice.edu/about/program/data-science-capstone
University of Berkeley - https://data.berkeley.edu/research/discovery-program-home
University of Chicago - https://professional.uchicago.edu/find-your-fit/masters/master-science-analytics/capstone-projects
University of Pennsylvania - https://pennmusa.github.io/MUSA_801.io/
University of Rochester - https://www.sas.rochester.edu/dsc/undergraduate/capstone.html
University of Virginia - https://datascience.virginia.edu/degrees/info/capstone-projects
University of Washington - https://ischool.uw.edu/capstone/projects
Worcester Polytechnic Institute - https://www.wpi.edu/academics/departments/data-science/graduate-qualifying-project
ARTICLES
Kanan, T., Zhang, X., Magdy, M., & Fox, E. (2015, June). Big data text summarization for events: A problem based learning course. In Proceedings of the 15th ACM/IEEE-CS Joint Conference on Digital Libraries (pp. 87-90).
Núñez-del-Prado, M., & Goméz, R. (2017, March). Learning data analytics through a Problem Based Learning course. In 2017 IEEE World Engineering Education Conference (EDUNINE) (pp. 52-56). IEEE.
Miller, E. C., & Krajcik, J. S. (2019). Promoting deep learning through project-based learning: A design problem. Disciplinary and Interdisciplinary Science Education Research, 1(1), 1-10.