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DP-100 · Question #210

DP-100 Question #210: Real Exam Question with Answer & Explanation

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Train and deploy models

Question

You develop and train a machine learning model to predict fraudulent transactions for a hotel booking website. Traffic to the site varies considerably. The site experiences heavy traffic on Monday and Friday and much lower traffic on other days. Holidays are also high web traffic days. You need to deploy the model as an Azure Machine Learning real-time web service endpoint on compute that can dynamically scale up and down to support demand. Which deployment compute option should you use?

Options

  • Aattached Azure Databricks cluster
  • BAzure Container Instance (ACI)
  • CAzure Kubernetes Service (AKS) inference cluster
  • DAzure Machine Learning Compute Instance
  • Eattached virtual machine in a different region

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Topics

#Azure Machine Learning#Model Deployment#Real-time Inference#Compute Targets
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