The SAM to FM Transition refers to the shift from using Segmentation and Mapping (SAM) methodologies to adopting Feature Mapping (FM) techniques in data analysis. This transition facilitates more efficient and accurate data interpretation by leveraging nuanced feature relationships rather than relying solely on predefined segments.