PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #245
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #245: Real Exam Question with Answer & Explanation
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Question
You work for a retail company that is using a regression model built with BigQuery ML to predict product sales. This model is being used to serve online predictions. Recently you developed a new version of the model that uses a different architecture (custom model). Initial analysis revealed that both models are performing as expected. You want to deploy the new version of the model to production and monitor the performance over the next two months. You need to minimize the impact to the existing and future model users. How should you deploy the model?
Options
- AImport the new model to the same Vertex AI Model Registry as a different version of the existing
- BImport the new model to the same Vertex AI Model Registry as the existing model. Deploy the
- CImport the new model to the same Vertex AI Model Registry as the existing model. Deploy each
- DDeploy the new model to a separate Vertex AI endpoint. Create a Cloud Run service that routes
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