Amazon SageMaker is a cloud-based AI tool that offers a comprehensive platform for creating, training, and deploying machine learning models.

Key Features:

• Fully managed infrastructure, tools, and workflows for seamless ML development
• Choice of tools, including IDEs for data scientists and a no-code interface for business analysts, to encourage innovation with ML across different roles
• Ability to access, label, and process large amounts of structured and unstructured data for ML, including tabular data, photos, videos, geospatial data, and audio
• Optimized infrastructure that reduces training time from hours to minutes, enhancing team productivity
• Automation and standardization of MLOps practices and governance to ensure transparency and auditability across organizations