Further reading

Setting up secure, well-governed machine learning environments on AWS (AWS blog)

Configuring Amazon SageMaker AI Studio for teams and groups with complete resource isolation (AWS blog)

Onboarding Amazon SageMaker AI Studio with AWS SSO and Okta Universal Directory (AWS blog)

How to Configure SAML 2.0 for AWS Account Federation (Okta documentation)

Build a Secure Enterprise Machine Learning Platform on AWS (AWS technical guide)

Customize Amazon SageMaker AI Studio using Lifecycle Configurations (AWS blog)

Bringing your own custom container image to Amazon SageMaker AI Studio notebooks (AWS blog)

Build Custom SageMaker AI Project Templates – Best Practices (AWS blog)

Multi-account model deployment with Amazon SageMaker AI Pipelines (AWS blog)

Part 1: How NatWest Group built a scalable, secure, and sustainable MLOps platform (AWS blog)

Secure Amazon SageMaker AI Studio presigned URLs Part 1: Foundational infrastructure (AWS blog)