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To learn more about building custom SageMaker projects templates, I usually suggest a read of Build Custom SageMaker Project Templates – Best Practices, and also to check if the use case of interest is already present in this collection of custom templates: Custom Project Templates in SageMaker.
I'm not really sure I understand:
Also, how shall I initiate a notebook from within my cloudformation template for DS Team to kick off from Service Catalogue to automate the above process?
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[not related]. i have some error with model-quality-monitor of sagemaker. would you please be able to look at it. https://www.repost.aws/questions/QUOOz6SJnzR7-VDglJ1rAW8Q/sage-maker-all-metrics-in-statistics-json-by-model-quality-monitor-are-0-0-0-0-but-confusion-matrix-is-built-correctly-for-multi-class-classification