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DP-100 · Question #500

DP-100 Question #500: Real Exam Question with Answer & Explanation

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Train and deploy models

Question

You are a data scientist working for a hotel booking website company. You use the Azure Machine Learning service to train a model that identifies fraudulent transactions. You must deploy the model as an Azure Machine Learning online endpoint by using the Azure Machine Learning Python SDK v2. The deployed model must return real-time predictions of fraud based on transaction data input. You need to create the script that is specified as the scoring_script parameter for the CodeConfiguration class used to deploy the model. What should the entry script do?

Options

  • ARegister the model with appropriate tags and properties.
  • BCreate a Conda environment for the online endpoint compute and install the necessary Python
  • CLoad the model and use it to predict labels from input data.
  • DStart a node on the inference cluster where the model is deployed.
  • ESpecify the number of cores and the amount of memory required for the online endpoint compute.

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Topics

#Azure Machine Learning#Model Deployment#Online Endpoints#Scoring Script
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