Examtopics

AWS Certified Machine Learning - Specialty

  • Topic 1 Question 366

    A company has 2,000 retail stores. The company needs to develop a new model to predict demand based on holidays and weather conditions. The model must predict demand in each geographic area where the retail stores are located.

    Before deploying the newly developed model, the company wants to test the model for 2 to 3 days. The model needs to be robust enough to adapt to supply chain and retail store requirements.

    Which combination of steps should the company take to meet these requirements with the LEAST operational overhead?

    2 つ選択

    • Develop the model by using the Amazon Forecast Prophet model.

    • Develop the model by using the Amazon Forecast holidays featurization and weather index.

    • Deploy the model by using a canary strategy that uses Amazon SageMaker and AWS Step Functions.

    • Deploy the model by using an A/B testing strategy that uses Amazon SageMaker Pipelines.

    • Deploy the model by using an A/B testing strategy that uses Amazon SageMaker and AWS Step Functions.

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