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Microsoft DP-100 Exam - Topic 8 Question 58 Discussion

Actual exam question for Microsoft's DP-100 exam
Question #: 58
Topic #: 8
[All DP-100 Questions]

You create and register a model in an Azure Machine Learning workspace.

You must use the Azure Machine Learning SDK to implement a batch inference pipeline that uses a ParallelRunStep to score input data using the model. You must specify a value for the ParallelRunConfig compute_target setting of the pipeline step.

You need to create the compute target.

Which class should you use?

Show Suggested Answer Hide Answer
Suggested Answer: C

Compute target to use for ParallelRunStep. This parameter may be specified as a compute target object or the string name of a compute target in the workspace.

The compute_target target is of AmlCompute or string.

Note: An Azure Machine Learning Compute (AmlCompute) is a managed-compute infrastructure that allows you to easily create a single or multi-node compute. The compute is created within your workspace region as a resource that can be shared with other users


https://docs.microsoft.com/en-us/python/api/azureml-contrib-pipeline-steps/azureml.contrib.pipeline.steps.parallelrunconfig

https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.compute.amlcompute(class)

Contribute your Thoughts:

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Barabara
4 months ago
Aks Compute is more for containerized apps, not batch scoring!
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Coral
4 months ago
I thought BatchCompute could work too, but maybe not for this case?
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Jess
4 months ago
Wait, are we sure AmlCompute is the only option?
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Sabine
5 months ago
Totally agree, AmlCompute is designed for this.
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Flo
5 months ago
AmlCompute is the right choice for batch inference!
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Tennie
5 months ago
I feel like Aks Compute is more for containerized applications, so I don't think that's the answer. AmlCompute seems more appropriate for this task.
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Lauran
5 months ago
I think AmlCompute is the one we used in a similar practice question about running batch jobs. It seems to fit the context here.
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Marguerita
5 months ago
I remember studying the different compute targets in Azure, but I'm not entirely sure which one is specifically for batch inference.
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Ora
5 months ago
I have a vague recollection that BatchCompute might be related to batch processing, but I can't recall if it's the right choice for this scenario.
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Celestine
5 months ago
Hmm, the key here is understanding how Router B will perform the RPF-check and make a forwarding decision for the register message. I'll need to review my PIM knowledge to tackle this question.
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Justine
5 months ago
Procedure makes the most sense to me. It's the document that outlines the process to be followed.
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Jeanice
5 months ago
Okay, I've got this. The absolute value of x being greater than 5 means that x can be either greater than 5 or less than -5. So the answer is C.
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Goldie
5 months ago
I think it's the antispam scanning that gets skipped since it's on the safelist.
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