nerdexam
Microsoft

DP-100 · Question #181

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might h

The correct answer is B. No. This is a parallel variant of Question 1 presenting a different proposed solution. The core limitation remains: AKS inference clusters in Azure ML are exclusively for model deployment and real-time or batch scoring-they cannot be used as training compute. Any solution that routes

Train and deploy models

Question

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution. After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen. An IT department creates the following Azure resource groups and resources: The IT department creates an Azure Kubernetes Service (AKS)-based inference compute target named aks-cluster in the Azure Machine Learning workspace. You have a Microsoft Surface Book computer with a GPU. Python 3.6 and Visual Studio Code are installed. You need to run a script that trains a deep neural network (DNN) model and logs the loss and accuracy metrics. Solution: Install the Azure ML SDK on the Surface Book. Run Python code to connect to the workspace. Run the training script as an experiment on the aks-cluster compute target. Does the solution meet the goal?

Options

  • AYes
  • BNo

How the community answered

(18 responses)
  • A
    22% (4)
  • B
    78% (14)

Explanation

This is a parallel variant of Question 1 presenting a different proposed solution. The core limitation remains: AKS inference clusters in Azure ML are exclusively for model deployment and real-time or batch scoring-they cannot be used as training compute. Any solution that routes a training script to an AKS inference target will not succeed. The correct approach is to use a dedicated training compute type (e.g., AmlCompute cluster). Since this solution also fails to meet the stated goal, the answer is No.

Topics

#Azure ML Compute Targets#Model Training#Experimentation#Compute Target Types

Community Discussion

No community discussion yet for this question.

Sign up to join the discussion
Full DP-100 Practice