Ongoing Fairness & Disparate Impact Auditing in Production

Master ongoing algorithmic fairness and disparate impact auditing in live production for the IAPP AIGP certification. Analyze longitudinal bias monitoring, the Four-Fifths (80%) Rule, Bayesian Improved Surname Geocoding (BISG), proxy estimation risks, conflicts between fairness metrics, and regulatory mandates under NYC Local Law 144, EEOC Uniform Guidelines, and EU AI Act Article 10(5).