Applied Causal Inference & Uplift Modeling¶
Causal ML in Production: A/B testing pitfalls, Simpson’s paradox.
Uplift Modeling: Net lift estimation for interventions.
DoWhy & Causal Discovery: Counterfactual analysis in ML pipelines.
Causal ML in Production: A/B testing pitfalls, Simpson’s paradox.
Uplift Modeling: Net lift estimation for interventions.
DoWhy & Causal Discovery: Counterfactual analysis in ML pipelines.