Set Up Amazon SageMaker Prerequisites - Amazon SageMaker

Set Up Amazon SageMaker Prerequisites

In this section, you sign up for an AWS account and create an AWS Identity and Access Management (IAM) admin user.

If you're new to SageMaker, we recommend that you read How Amazon SageMaker Works.

Create an AWS Account

In this section, you sign up for an AWS account. If you already have an AWS account, skip this step.

When you sign up for Amazon Web Services (AWS), your AWS account is automatically signed up for all AWS services, including SageMaker. You are charged only for the services that you use.

To create an AWS account

  1. Open https://portal.aws.amazon.com/billing/signup.

  2. Follow the online instructions.

    Part of the sign-up procedure involves receiving a phone call and entering a verification code on the phone keypad.

    When you sign up for an AWS account, an AWS account root user is created. The root user has access to all AWS services and resources in the account. As a security best practice, assign administrative access to an administrative user, and use only the root user to perform tasks that require root user access.

Write down your AWS account ID because you'll need it for the next task.

Create an IAM Administrator User and Group

When you create an AWS account, you get a single sign-in identity that has complete access to all of the AWS services and resources in the account. This identity is called the AWS account root user. Signing in to the AWS console using the email address and password that you used to create the account gives you complete access to all of the AWS resources in your account.

We strongly recommend that you not use the root user for everyday tasks, even the administrative ones. Instead, adhere to the Create Individual IAM Users, an AWS Identity and Access Management (IAM) administrator user. Then securely lock away the root user credentials and use them to perform only a few account and service management tasks.

To create an administrator user

  1. Create an administrator user in your AWS account. For instructions, see Creating Your First IAM User and Administrators Group in the IAM User Guide.

    Note

    We assume that you use administrator user credentials for the exercises and procedures in this guide. If you choose to create and use another IAM user, grant that user minimum permissions. For more information, see Authenticating with Identities.

  2. Ensure that your administrator user has the AmazonSageMakerFullAccess policy, as well as a policy with the following content needed to create a SageMaker domain. For more information about creating IAM policies, see Creating IAM policies.

    { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "sagemaker:*" ], "Resource": [ "arn:aws:sagemaker:*:*:domain/*", "arn:aws:sagemaker:*:*:user-profile/*", "arn:aws:sagemaker:*:*:app/*", "arn:aws:sagemaker:*:*:flow-definition/*" ] }, { "Effect": "Allow", "Action": [ "iam:GetRole", "servicecatalog:*" ], "Resource": [ "*" ] } ] }

AWS CLI Prerequisites

The following prerequisites are required to onboard to a Domain using the AWS CLI.