Amazon SageMaker is AWS's comprehensive machine learning platform that enables data scientists, developers, and ML engineers to build, train, and deploy AI models at scale. This enterprise-grade ML platform provides everything needed for the complete machine learning lifecycle—from data preparation and feature engineering through AI model training, hyperparameter optimization, and production deployment—with fully managed infrastructure, built-in algorithms, and seamless integration with AWS services. SageMaker accelerates ML development with automated model tuning, one-click deployment, real-time inference capabilities, and MLOps tools that make machine learning accessible to organizations of all sizes.
Unified Studio: Integrated development environment for data scienceCatalog: Easy access and management of datasets and ML modelsAI and ML Integration: Tools for building and deploying machine learning models
