Amazon SageMaker is a comprehensive, fully managed machine learning service that enables data scientists and developers to build, train, and deploy ML models at scale. It provides integrated development environments, automated model tuning, scalable training infrastructure, and seamless integration with other AWS services for end-to-end ML workflows.