LO 9.1.3.D

Learning Objective: Explain the limitations of machine learning algorithms in determining causality and correlations.

Review

• Causality and correlations

While machine learning algorithms cannot determine causality, they are appropriate in identifying patterns that correlate with other events or patterns. The patterns that machine learning identifies are merely correlations, some of which are very complex.