Machine learning involves training algorithms to recognize patterns and make predictions based on data. It is a subset of artificial intelligence that enables systems to improve their performance over time as they are exposed to more data. Machine learning encompasses various techniques, including supervised, unsupervised, and reinforcement learning. This technology is widely used in applications such as recommendation systems, fraud detection, and natural language processing, enabling organizations to derive insights and automate operations effectively.