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