Machine learning (ML) is a subset of artificial intelligence (AI) that allows systems to learn from data and improve their performance over time without the need for explicit programming. In marketing, machine learning algorithms analyze massive volumes of customer data to identify trends, forecast future behavior, and automate decision-making processes.