Machine learning (ML) is a subset of artificial intelligence (AI) that enables systems to learn from data, identify patterns, and make predictions. ML algorithms, such as neural networks and decision trees, improve performance over time, driving innovation in areas like image recognition, natural language processing, and predictive analytics.