Adding required policies to your IAM role
To get started with Amazon SageMaker Feature Store you must add the required policy to your role,
AmazonSageMakerFeatureStoreAccess
. Below is a walkthrough on how to add it
to your role through the console.
Step 1: Access AWS Management Console
Sign in to the AWS Management Console and open the IAM console
Step 2: Choose Roles
In the navigation pane on the left, choose Roles. The navigation pane is illustrated below with Roles outlined in red.

Step 3: Find your role
In the search bar, enter the role you are using for Amazon SageMaker Feature Store. Below illustrates with a red arrow where you enter your role.

Step 4: Attach policy
After you find your role, choose Attach policies. Below illustrates this with a red arrow.

Next you will enter in the search bar the required policy. Below illustrates the search bar you will use to enter the policy.

The policy you will need to add is
AmazonSageMakerFeatureStoreAccess
.
After you enter the policy, select the check box
and then choose Attach policy. Below illustrates the this step.

After you have attached both policies to your role, the policy should appear under your IAM role. The following illustrates how it appears under your IAM role.
