Core ML Concepts · advanced · concept 33 of 176

🧠Causal Inference & ML

Correlation predicts, causation decides. Causal inference asks what happens if you intervene: does the discount cause retention, or do loyal customers just use discounts? Tools like randomized experiments, uplift models, and instrumental variables answer questions prediction alone cannot.