AI Bias and Fairness

AI Terms · advanced

Learn where AI bias comes from, how fairness is measured with metrics like demographic parity and equalized odds, and how teams audit and mitigate it.

Quizzes in this topic

Quiz 1: Bias Basics
Quiz 2: Sources of Bias
Quiz 3: Real-World Cases
Quiz 4: Demographic Parity
Quiz 5: Equalized Odds and the Impossibility Result
Quiz 6: Debiasing Approaches
Quiz 7: Auditing and Real Decisions

Every topic has slides to teach you, then quizzes to prove you know it. Retake anytime to raise your score.