Gated course
Causal Inference
Learn to identify and estimate causal effects using modern econometric and ML methods.
AudienceData scientists, analysts, economists, product researchers, and ML teams making causal claims from observational data.
PrerequisitesRegression basics, comfort reading charts, and willingness to think carefully about counterfactuals and assumptions.
Final artifactA one-page identification memo with estimand, causal model, strategy, diagnostics, sensitivity plan, and limits.
TimeAbout 5-6 hours