eBook - Causal Intelligence in Machine Learning

Prediction is the primary end goal of present-day machine learning. However, the rapid development of machine learning and the rush to take advantage of it has seduced many organizations into a fundamental error: confusing correlation with causation. Causal intelligence is necessary to take machine learning beyond simple curve-fitting prediction and toward dynamic, explainable, and actionable prescriptions.