Fairness in AI
The lesson explains how to create AI models that generate fair predictions regardless of demographic groups, covering fairness concepts, evaluating model fairness with selection rate and prediction performance disparities, and mitigating unfairness through parity constraints on demographic, true positive rate, and error rate metrics.
