AWS updated SageMaker Unified Studio with a series of concise getting started tutorials covering typical workflows such as running SQL queries, analyzing notebooks, building data pipelines, and training machine learning models. These tutorials use preloaded sample data and can be completed quickly, facilitating new user productivity.
Additionally, the UI now adapts to system light or dark mode preferences by default, improving user experience. An in-product “What’s New” section delivers feature announcements and release notes, keeping users informed about ongoing enhancements, with over 20 new features introduced in 2026. These upgrades are available wherever SageMaker Unified Studio is supported in IAM-based domains.
Source & further reading
Amazon SageMaker Unified Studio adds getting started tutorials and in-product release notes ↗Source published 2026-05-11. This report was prepared with AI assistance from the linked primary-source material. Claims and limitations should be checked against the original announcement or research.