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Microsoft DP-100 Exam - Topic 10 Question 33 Discussion

Actual exam question for Microsoft's DP-100 exam
Question #: 33
Topic #: 10
[All DP-100 Questions]

You deploy a real-time inference service for a trained model.

The deployed model supports a business-critical application, and it is important to be able to monitor the data submitted to the web service and the predictions the data generates.

You need to implement a monitoring solution for the deployed model using minimal administrative effort.

What should you do?

Show Suggested Answer Hide Answer
Suggested Answer: B

Configure logging with Azure Machine Learning studio

You can also enable Azure Application Insights from Azure Machine Learning studio. When you're ready to deploy your model as a web service, use the following steps to enable Application Insights:

1. Sign in to the studio at https://ml.azure.com.

2. Go to Models and select the model you want to deploy.

3. Select +Deploy.

4. Populate the Deploy model form.

5. Expand the Advanced menu.

6. Select Enable Application Insights diagnostics and data collection.


https://docs.microsoft.com/en-us/azure/machine-learning/how-to-enable-app-insights

by Lizbeth at May 10, 2022, 12:34 AM

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Cyndy
4 months ago
Wait, can you really monitor everything with just B? Sounds too easy.
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Shawna
4 months ago
Definitely B, Application Insights is super handy!
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Gabriele
5 months ago
C sounds interesting, but is it really effective for real-time?
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Lai
5 months ago
I think A is useful too, but not as practical.
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Lazaro
5 months ago
B is the way to go for monitoring!
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Marvel
5 months ago
I’m a bit confused about the log files from the training experiment; I don’t think they would help with real-time monitoring, right?
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Helene
5 months ago
I feel like we practiced a similar question, and I recall that using ML Flow might require more setup than just enabling Application Insights.
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Jesus
5 months ago
I think enabling Azure Application Insights sounds familiar; it might be the right option since it logs data automatically.
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Tiffiny
5 months ago
I remember we discussed the importance of monitoring in our last class, but I'm not sure if Application Insights is the best choice here.
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Roosevelt
5 months ago
This seems like a good opportunity to demonstrate my understanding of company policies and how they should be applied, even to senior staff. I'll carefully analyze each statement to determine the two that are correct.
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Dominque
5 months ago
I'm a little confused by the wording of this question. Is it asking for the specific term used to describe the difference between current assets and current liabilities? I'll have to read it over again to make sure I understand.
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Jillian
5 months ago
Hmm, this seems straightforward. I think I'll go with inventory status and manual inventory blocking - those sound like the most direct ways to handle the discrepancy.
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Fausto
5 months ago
This seems straightforward - I think the answer is C, where we create a custom role with the specific permissions the networking team needs.
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