Machine learning, a subset of artificial intelligence, is a technology that empowers computers to learn and improve from data without explicit programming. It involves the development of algorithms and models that enable machines to recognize patterns, make predictions, and adapt to new information. Machine learning encompasses various techniques, including supervised learning, unsupervised learning, and reinforcement learning.