Machine learning is a subset of artificial intelligence that focuses on the development of algorithms and statistical models that enable computer systems to improve their performance on a specific task through experience. This article covers fundamental concepts such as supervised learning, unsupervised learning, and reinforcement learning, as well as popular algorithms like linear regression, decision trees, and neural networks.