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MLS-C01 · Question #165

MLS-C01 Question #165: Real Exam Question with Answer & Explanation

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Machine Learning Implementation and Operations

Question

A telecommunications company is developing a mobile app for its customers. The company is using an Amazon SageMaker hosted endpoint for machine learning model inferences. Developers want to introduce a new version of the model for a limited number of users who subscribed to a preview feature of the app. After the new version of the model is tested as a preview, developers will evaluate its accuracy. If a new version of the model has better accuracy, developers need to be able to gradually release the new version for all users over a fixed period of time. How can the company implement the testing model with the LEAST amount of operational overhead?

Options

  • AUpdate the ProductionVariant data type with the new version of the model by using the
  • BConfigure two SageMaker hosted endpoints that serve the different versions of the model.
  • CUpdate the DesiredWeightsAndCapacity data type with the new version of the model by using the
  • DConfigure two SageMaker hosted endpoints that serve the different versions of the model.

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Topics

#SageMaker Endpoints#A/B Testing#Canary Deployment#Model Deployment
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