Algorithmic Fairness Overview

Master AI algorithmic fairness as a first-class discipline. Learn the scope (definitions of fairness, harms, metrics, mitigations, governance), the lineage from civil rights law, statistics, and ML research, the deliverables (audits, fairness assessments, model cards), and the operating model most mature fairness teams end up with.