SageMaker Featurestore example notebook has a hard dependeny to run in us-east-2

The notebook
amazon-sagemaker-examples/sagemaker-featurestore/sagemaker_featurestore_fraud_detection_python_sdk.ipynb contains a hard coded dependency to us-east-2 ECR and can hence only be run in that region:

training_image = '257758044811.dkr.ecr.us-east-2.amazonaws.com/sagemaker-xgboost:1.0-1-cpu-py3'

This should be at least called out in the notebook.

If you want to run in in another region, you need to change the URI, e.g. for eu-central-1:

training_image = '492215442770.dkr.ecr.eu-central-1.amazonaws.com/sagemaker-xgboost:1.0-1-cpu-py3'

A indication of which account-id per region must be used can be found in:
https://docs.aws.amazon.com/sagemaker/latest/dg/pre-built-docker-containers-scikit-learn-spark.html