Launch Amazon SageMaker Studio Classic - Amazon SageMaker

Launch Amazon SageMaker Studio Classic

Important

Custom IAM policies that allow Amazon SageMaker Studio or Amazon SageMaker Studio Classic to create Amazon SageMaker resources must also grant permissions to add tags to those resources. The permission to add tags to resources is required because Studio and Studio Classic automatically tag any resources they create. If an IAM policy allows Studio and Studio Classic to create resources but does not allow tagging, "AccessDenied" errors can occur when trying to create resources. For more information, see Provide permissions for tagging SageMaker resources.

AWS Managed Policies for Amazon SageMaker that give permissions to create SageMaker resources already include permissions to add tags while creating those resources.

Important

As of November 30, 2023, the previous Amazon SageMaker Studio experience is now named Amazon SageMaker Studio Classic. The following section is specific to using the Studio Classic application. For information about using the updated Studio experience, see Amazon SageMaker Studio.

After you have onboarded to an Amazon SageMaker domain, you can launch an Amazon SageMaker Studio Classic application from either the SageMaker console or the AWS CLI. For more information about onboarding to a domain, see Amazon SageMaker domain overview.

Launch Studio Classic Using the Amazon SageMaker Console

The process to navigate to Studio Classic from the Amazon SageMaker Console differs depending on if Studio Classic or Amazon SageMaker Studio are set as the default experience for your domain. For more information about setting the default experience for your domain, see Migrating from Amazon SageMaker Studio Classic.

Prerequisite

To complete this procedure, you must onboard to a domain by following the steps in Onboard to Amazon SageMaker domain.

  1. Navigate to Studio following the steps in Launch Amazon SageMaker Studio.

  2. From the Studio UI, find the applications pane on the left side.

  3. From the applications pane, select Studio Classic.

  4. From the Studio Classic landing page, select the Studio Classic instance to open.

  5. Choose “Open”.

When Studio Classic is your default experience, you can launch a Amazon SageMaker Studio Classic application from the SageMaker console using the Studio Classic landing page or the Amazon SageMaker domain details page. The following sections demonstrate how to launch the Studio Classic application from the SageMaker console.

Launch Studio Classic from the domain details page

The following sections describe how to launch a Studio Classic application from the domain details page. The steps to launch the Studio Classic application after you have navigated to the domain details page differ depending on if you’re launching a personal application or a shared space.

Navigate to the domain details page

The following procedure shows how to navigate to the domain details page.

  1. Open the Amazon SageMaker console at https://console.aws.amazon.com/sagemaker/.

  2. On the left navigation pane, choose Admin configurations.

  3. Under Admin configurations, choose domains.

  4. From the list of domain, select the domain that you want to launch the Studio Classic application in.

Launch a user profile app

The following procedure shows how to launch a Studio Classic application that is scoped to a user profile.

  1. On the domain details page, choose the User profiles tab.

  2. Identify the user profile that you want to launch the Studio Classic application for.

  3. Choose Launch for your selected user profile, then choose Studio Classic.

Launch a shared space app

The following procedure shows how to launch a Studio Classic application that is scoped to a shared space.

  1. On the domain details page, choose the Space management tab.

  2. Identify the shared space that you want to launch the Studio Classic application for.

  3. Choose Launch Studio Classic for your selected shared space.

Launch Studio Classic from the Studio Classic landing page

The following procedure describes how to launch a Studio Classic application from the Studio Classic landing page.

Launch Studio Classic

  1. Open the Amazon SageMaker console at https://console.aws.amazon.com/sagemaker/.

  2. On the left navigation pane, choose Studio Classic.

  3. Under Get started, select the domain that you want to launch the Studio Classic application in. If your user profile only belongs to one domain, you do not see the option for selecting a domain.

  4. Select the user profile that you want to launch the Studio Classic application for. If there is no user profile in the domain, choose Create user profile. For more information, see Add and remove user profiles.

  5. Choose Launch Studio Classic. If the user profile belongs to a shared space, choose Open Spaces

  6. To launch a Studio Classic application scoped to a user profile, choose Launch personal Studio Classic.

  7. To launch a shared Studio Classic application, choose the Launch shared Studio Classic button next to the shared space that you want to launch into.

Launch Studio Classic Using the AWS CLI

You can use the AWS Command Line Interface (AWS CLI) to launch Amazon SageMaker Studio Classic by creating a presigned domain URL.

Prerequisites

Before you begin, complete the following prerequisites:

The following code snippet demonstrates how to launch Amazon SageMaker Studio Classic from the AWS CLI using a presigned domain URL. For more information, see create-presigned-domain-url.

aws sagemaker create-presigned-domain-url \ --region region \ --domain-id domain-id \ --space-name space-name \ --user-profile-name user-profile-name \ --session-expiration-duration-in-seconds 43200