AWS SageMaker: Authentication action
- Updated: 2024/06/06
AWS SageMaker: Authentication action
To authenticate access to AWS SageMaker from the Control Room you need to obtain AWS access key ID and secret access key. You can include a session token which is a temporary token used when working with temporary security credentials.
Prerequisites
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- Create a AWS account (Create a standalone AWS account) or create a member account in your organization (Creating a member account in your organization).
- Log in to your AWS account and create a project. If you already have access to a project, you can view it after you login into you AWS account.
This topic describes the steps to acquire the following key components and use them in the Control Room to authenticate to AWS SageMaker:
- AWS Access Key ID: The AWS Access Key ID serves as your unique identifier within the AWS ecosystem. It is a fundamental part of the authentication process, allowing AWS services to recognize and validate your access.
- Secret Access Key: The Secret Access Key is the confidential counterpart to your Access Key ID. This key is used to sign requests made to AWS, enhancing security by ensuring that only authorized individuals or systems can access your AWS resources.
- Session Token (Optional): Additionally, you have the option to include a Session Token. A Session Token is a temporary, time-bound token used when working with temporary security credentials. It provides an added layer of security, particularly in scenarios where temporary access is required, such as when using temporary security credentials.