Machine Learning (ML) is a subset of AI where systems learn patterns from data without explicit programming. Instead of programming every possible scenario, ML allows systems to improve performance through experience and data exposure.

NYD Application: Used in predictive analytics for user behavior, content optimization, and automated testing in our development pipeline.

Example: "The ML model learned to predict which design elements users prefer based on historical interaction data."