Distribution Shift Handling

Handle distribution shift in production AI systems. Learn the shift taxonomy (covariate shift, label shift, concept drift, prior probability shift), shift detection metrics and statistical tests, domain-adaptation patterns, shift-triggered retraining policies, and the operational playbook when a shift alert fires.