Quick setup to Amazon SageMaker
The Set up for single users (quick setup) procedure gets you set up with default settings. Use this option if you want to get started with SageMaker quickly and you do not intend to customize your settings at this time. The default settings include granting access to the common SageMaker services for individual users to get started. For example, Amazon SageMaker Studio and Amazon SageMaker Canvas.
Setup for single users (Quick setup)
After satisfying the prerequisites in Amazon SageMaker Prerequisites, use the following instructions.
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Open the SageMaker console
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Open the left navigation pane.
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Under Admin configurations, choose Domains.
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Choose Create domain.
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Choose Set up for single user (Quick setup). Your domain and user profile are created automatically.
The Set up for single user process creates a domain and user profile for you automatically. If you want to learn about how the domain is set up for you when using the quick setup option, expand the following section.
When you onboard to Amazon SageMaker domain using the Set up for single user procedure, your domain is automatically set up with the following default settings. For information about domains, see Amazon SageMaker domain overview.
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Domain name: SageMaker automatically assigns the name of the domain with a timestamp in the following format.
QuickSetupDomain-YYYYMMDDTHHMMSS -
User profile name: SageMaker automatically assigns the name of the user profile with a timestamp in the following format.
default-YYYYMMDDTHHMMSS -
Domain execution role: SageMaker creates a new IAM role and attaches the
AmazonSageMakerFullAccesspolicy. When using the quick setup and the updated Amazon SageMaker Studio is your default experience, your IAM role also includes theAmazonSageMakerCanvasFullAccess,AmazonSageMakerCanvasAIServicesAccess,AmazonS3FullAccesspolicies. -
User profile execution role: SageMaker sets the user profile execution role to the same IAM role used for the domain execution role.
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Shared space execution role: SageMaker sets the shared space execution role to the same IAM role used for the domain execution role.
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SageMaker Canvas time series forecasting role: SageMaker creates a new IAM role with the permissions required to use the SageMaker Canvas time series forecasting feature.
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Amazon S3 bucket: SageMaker creates an Amazon S3 bucket named with the following format.
sagemaker-studio-XXXXXXXXXXXXXXX -
Amazon VPC: SageMaker selects a public VPC with the following logic.
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If there is a default VPC with associated subnets in the Region, SageMaker uses it.
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If there is no default VPC or the default VPC has no associated subnets, then SageMaker uses any existing VPC with associated subnets. If there are multiple existing VPCs, SageMaker can select any of them.
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After the domain is set up, the administrative user can View and edit domains.
After quick setup
Do you want to start SageMaker features right away, and do not intend to learn about domains or customize your domain? If so, skip the rest of this Guide to getting set up with Amazon SageMaker chapter and do the following:
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Open the SageMaker console
and choose an environment from the left navigation pane. For example, choose Studio from the left navigation pane and choose Open Studio.
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Begin learning how to:
RStudio support is not currently available when onboarding using the Set up for single users (Quick setup to Amazon SageMaker) option. To use RStudio, you must onboard using the Set up for organizations (Custom setup to Amazon SageMaker) option. For more information, see Custom setup to Amazon SageMaker.
