Causal Inference, Machine Learning, Azure, Microsoft, Data Science.
question of causality comes down to comparing actual outcomes with counterfactual outcomes; in other words, what would have happened if things had been different. Causal inference methods employ various assumptions to let us estimate the unobservable counterfactual outcome. By doing this, we can