Amazon SageMaker Studio simplifies getting started for new AI/ML builders with new sign-in options

Published
October 15, 2026
https://aws.amazon.com/about-aws/whats-new/2026/10/sagemaker-studio-new-sign-in-options/

Amazon SageMaker Studio Sign-In Updates

New customers can now sign up using Google, GitHub, or Apple credentials to access a fully configured Studio environment without traditional AWS account setup or console navigation.

What to do

  • Sign up with Google, GitHub, or Apple for a simplified experience.
  • Receive free credits as part of the AWS Free Tier with no credit card required in most cases.
  • Immediately fine-tune, evaluate, and deploy foundation models.
  • Invite team members by email for shared access to Studio.
  • Upgrade to a paid plan and set a spend limit to manage costs.

Verified customers continue to receive default GPU access to G5, G6, G6e, and G4dn instances without requesting quota increases.

This feature is available in all AWS Commercial Regions where Amazon SageMaker Studio is supported.

Source: AWS release notes




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