Is it possible to prevent certain roles from creating/editing datasets? If so, how?
Using custom permissions, you can create a restricted author permission wherein creation of datasources and datasets is not allowed for certain users.
Please see this https://catalog.workshops.aws/quicksight/en-US/admin-workshop/6-custom-permissions that walks you through how to accomplish this.
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