Tutorials
Run interactive IDEs on Amazon EKS with SageMaker AI to power up your AI workflows
The Amazon SageMaker AI Spaces add-on for Amazon EKS runs managed JupyterLab and Code Editor environments on the cluster your ML team already operates. This post shows how to install and configure the
The Amazon SageMaker AI Spaces add-on for Amazon EKS runs managed JupyterLab and Code Editor environments on the cluster your ML team already operates. This post shows how to install and configure the add-on, connect from the browser and from VS Code over SSH-over-SSM, and move your team to OpenID Connect sign-in with Amazon Cognito.
Related
- Build a custom portal with embedded Amazon SageMaker AI MLflow Apps
- End-to-end lineage with DVC and Amazon SageMaker AI MLflow apps
- Streamline external access to Amazon SageMaker MLflow using a REST API proxy
Source: AWS ML Blog | 2026-08-10