Group and Individual Fairness

Explore the concepts of group and individual fairness in AI to understand how bias affects different populations. Learn about the challenges in defining fairness for groups versus individuals and why both approaches matter in creating fair AI systems. This lesson helps you recognize fairness trade-offs and the complexities in evaluating protected attributes, aiming to equip you with a foundation for measuring and addressing bias in AI models.