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Exam DP-100 topic 4 question 82 discussion

Actual exam question from Microsoft's DP-100
Question #: 82
Topic #: 4
[All DP-100 Questions]

You manage an Azure Machine Learning workspace that includes a batch endpoint.

You plan to deploy a model to the batch endpoint.

You need to configure compute for the deployment.

Which compute should you use?

  • A. Remote VM
  • B. AmlCompute instance
  • C. Azure Batch
  • D. Kubernetes cluster
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Suggested Answer: B 🗳️

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avinyc
5 months, 1 week ago
Selected Answer: D
Azure Batch
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gunn_m
6 months, 2 weeks ago
Selected Answer: D
Batch endpoints run on compute clusters and support both Azure Machine Learning compute clusters (AmlCompute) and Kubernetes clusters. Clusters are a shared resource, therefore, one cluster can host one or many batch deployments (along with other workloads, if desired). Create a compute named batch-cluster, as shown in the following code. You can adjust as needed and reference your compute using azureml:<your-compute-name>. https://learn.microsoft.com/en-us/azure/machine-learning/how-to-use-batch-model-deployments?view=azureml-api-2&tabs=python
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Heleon
7 months ago
D is correct. Only clusters Batch endpoints run on compute clusters and support both Azure Machine Learning compute clusters (AmlCompute) and Kubernetes clusters. Clusters are a shared resource, therefore, one cluster can host one or many batch deployments (along with other workloads, if desired).
upvoted 1 times
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Sadhak
7 months, 1 week ago
Seems like D is correct.
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Sadhak
7 months, 1 week ago
https://learn.microsoft.com/en-us/azure/machine-learning/how-to-use-batch-model-deployments?view=azureml-api-2&tabs=cli
upvoted 1 times
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