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SageMaker Model Monitor

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Hi all, can someone explain to me how SageMaker model monitor works? Do i have to manually put in the ground truth for the inference predictions the model makes in real time?

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Machine Learning & AIStorage
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Amazon SageMakerAmazon SageMaker Model Monitor
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English
AWS
AWS-User-0624041
asked 8 months ago137 views
1 Answer
1

ModelMonitor creates the baseline of your original model prediction and after this compares the inference data to detect the drift. You can create baseline by using an example in this notebook. It also explains the basic concepts: https://sagemaker-examples.readthedocs.io/en/latest/sagemaker_model_monitor/introduction/SageMaker-ModelMonitoring.html

AWS
Mi_Sha
answered 8 months ago
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EXPERT
Oleksii Bebych
reviewed 8 months ago
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EXPERT
Giovanni Lauria
reviewed 8 months ago

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