Machine Learning Fairness Resources

With the introduction of CSE 475: Foundations in Machine Learning, we created a new, modern curriculum for machine learning to set ASU students up for success in both industry and further education.

As part of the course, we developed lesson on ethics in machine learning with a focus on issues of bias, fairness, and discrimination. On this page, we will share some of those resources with the broader community.

Slides on bias, fairness, and discrimination from CSE 475: [PDF]

Lab on bias, fairness, and discrimination from CSE 475: [GitHub]

Videos on bias, fairness, and discrimination from CSE 475 (also below): [YouTube]