Machine learning is used in the manufacturing industry by collecting vast amounts of data from various processes, identifying key patterns and trends, and then using those insights to automate tasks, predict maintenance needs, and optimize workflows. It enables manufacturers to make data-driven decisions, reduce operational costs, and enhance efficiency.