Who has access to data and what can be done with that data? Shannon Ellis, Ph.D., shares how she is training undergraduate students to be effective, inclusive and ethical data scientists. She discusses how data can be used, the limits of data science, and the barriers and biases that may shape data sets and potential conclusions. (#37838)