Continuous Performance Monitoring: Data Drift & Concept Drift

Master continuous AI performance monitoring, data drift, and concept drift for the IAPP AIGP certification. Analyze distribution shifts including covariate shift P(X), concept drift P(Y|X), and prior probability shift P(Y), statistical detection tests (KS test, PSI, Wasserstein distance), ground-truth latency challenges, and automated alerting thresholds under EU AI Act Article 61 and ISO/IEC 42001.