Amazon SageMaker Unified Studio adds getting started tutorials and in-product release notes

Amazon SageMaker Unified Studio now helps you get productive faster with getting started tutorials and a development environment appearance that automatically adapts to your system preference, and adds in-product release notes to help you discover new capabilities.

On the homepage, a new getting started section helps you get productive in minutes by walking through core workflows such as running your first SQL query, analyzing data from a notebook, building a data pipeline with Visual ETL, and training an ML model. Each tutorial uses pre-loaded sample data and can be completed in under 10 minutes. The development environment now also defaults to match your operating system’s light or dark mode setting, so the interface matches your preference from your first sign-in. A new “What’s New” section surfaces recent feature announcements and release notes directly in the product, so you can stay informed about new capabilities as they launch. In 2026 alone, SageMaker Unified Studio has added over 20 new features, which you can also find in the release notes.

These enhancements are available in all AWS Regions where Amazon SageMaker Unified Studio is supported in IAM-based domains. Sign in to SageMaker Unified Studio to explore what’s new, or start with the getting started tutorials in the Amazon SageMaker Unified Studio User Guide.