The following exercise demonstrates how to audit data sets with fairness inmind, and how to employ bias-remediation strategies to address fairnessissues:

Programming exercises run directly in your browser (no setuprequired!) using theColaboratoryplatform. Colaboratory is supported on most major browsers, and is mostthoroughly tested on desktop versions of Chrome and Firefox.