Advanced topics
Note
After careful consideration, we have made the decision to close new customer access to Amazon Sagemaker Model Monitor, effective 7/30/26. Existing customers can continue to use the service as normal. AWS continues to invest in security and availability improvements for Model Monitor, but we do not plan to introduce new features. For more information, see Amazon SageMaker Model Monitor availability change.
The following sections contain more advanced tasks that explain how to customize monitoring using preprocessing and postprocessing scripts, how to build your own container, and how to use CloudFormation to create a monitoring schedule.