Expert System - What is the difference between machine learning and expert systems?

The key distinction between expert systems and modern machine learning lies in their operation. Expert systems are rule-based, employing if-then statements for inference, while machine learning systems use statistical data modeling, projecting input into a model space. This is how machine learning relates to AI.