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Exam DP-100 topic 6 question 6 discussion

Actual exam question from Microsoft's DP-100
Question #: 6
Topic #: 6
[All DP-100 Questions]

You are designing a training job in an Azure Machine Learning workspace by using Automated ML.

During training, the compute resource must scale up to handle larger datasets.

You need to select the compute resource that has a multi-node cluster that automatically scales.

Which Azure Machine Learning compute target should you use?

  • A. Compute instance
  • B. Endpoints
  • C. Kubernetes cluster
  • D. Serverless compute
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Suggested Answer: D 🗳️
by sar77 at July 14, 2025, 10:02 p.m.

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sar77
1 month ago
Selected Answer: D
Recommended Choice D. Serverless compute is the best Azure Machine Learning compute target for Automated ML training jobs that require a multi-node cluster with automatic scaling. It abstracts infrastructure management, automatically scales compute resources up or down based on the job demand, and supports the requirements of large-scale Automated ML training.
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