Machine learning is a subset of artificial intelligence that focuses on the development of algorithms and statistical models that enable computers to learn and improve from experience without being explicitly programmed. It involves the study of algorithms that can automatically learn and improve from data in order to make predictions or decisions. Machine learning has a wide range of applications, including natural language processing, image recognition, recommendation systems, and autonomous vehicles.