title: Resource Limit Exceeded- xgb.deploy
body: <p>When I tried to deploy example from Amazon SageMaker</p>
  
  <pre><code>xgb_predictor = xgb.deploy(initial_instance_count=1,
                             instance_type='ml.m4.xlarge')
  </code></pre>
  
  <p>ResourceLimitExceeded: An error occurred (ResourceLimitExceeded) when calling the CreateEndpoint operation: The account-level service limit 'ml.m4.xlarge for endpoint usage' is 0 Instances, with current utilization of 0 Instances and a request delta of 1 Instances. Please contact AWS support to request an increase for this limit.</p>
  
  <p>Any idea how to fix this? </p>
  
  <p>Thank you</p>