The following exercise demonstrates how to audit data sets with fairness in mind, and how to employ bias-remediation strategies to address fairness issues:
- Addressing Bias and Fairness Issues in ML Models Colab exercise.
Programming exercises run directly in your browser (no setup required!) using the Colaboratory platform. Colaboratory is supported on most major browsers, and is most thoroughly tested on desktop versions of Chrome and Firefox.