I am getting error while following "Automate Machine Learning Workflows"

You are experiencing service limitfor use for that particular instance type. Since you current limit is 0 (which means you can't instantiate any number of ml.c5.xlarge instances), you will need to request a service limit increase with your AWS account to proceed.

You are getting this error as you don't have any quota available to launch / instantiate any ml.c5.xlarge instance in your account . You need to raise a Service Limit Increase request from the Service Quotas Dashboard . PFB Steps:-

1. Log in to AWS console and search for Service Quotas
2. Go to AWS Services (on the left of the screen)
3. Search for Amazon Sagemaker
4. Search for ml.c5.xlarge for processing job usage
5. Click on Request Increase at Account Level (on the right side of the screen)
6. Give your desired value and click on Request

Once you are done with the above steps, it will create an internal ticket with AWS Support and they will review your request and approve/ reach out to you if any further information is required. Once it is increased , you can validate that on Dashboard Page of Step -4 (Applied account-level quota value), you can then proceed with your activity.