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Microsoft Exam DP-100 Topic 2 Question 80 Discussion

Actual exam question for Microsoft's DP-100 exam
Question #: 80
Topic #: 2
[All DP-100 Questions]

You have an Azure Machine Learning workspace. You plan to tune model hyperparameters by using a sweep job.

You need to find a sampling method that supports early termination of low-performance jobs and continuous hyperpara meters.

Solution: Use the Sobol sampling method over the hyperpara meter space.

Does the solution meet the goal?

Show Suggested Answer Hide Answer
Suggested Answer: C

import azureml.contrib.fairness package to perform the upload:

from azureml.contrib.fairness import upload_dashboard_dictionary, download_dashboard_by_upload_id


https://docs.microsoft.com/en-us/azure/machine-learning/how-to-machine-learning-fairness-aml

Contribute your Thoughts:

Vanna
2 months ago
Sobol sampling? More like Sobo-rific! I bet the developer who came up with that name was feeling pretty clever. But hey, if it gets the job done, I'm all for it.
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Louvenia
12 days ago
B) No
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Elbert
15 days ago
I agree, Sobol sampling sounds interesting. Let's give it a try.
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Nickole
25 days ago
B) No
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Madonna
1 months ago
I agree, Sobol sampling sounds interesting. Let's give it a try.
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Rueben
1 months ago
A) Yes
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Luisa
1 months ago
A) Yes
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Lawanda
2 months ago
The solution sounds good to me! Now, if only I could figure out how to make the Azure ML workspace do my laundry too...
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Tammi
23 hours ago
User 3: A) Yes
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Charolette
3 days ago
User 2: B) No
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Clorinda
6 days ago
User 1: A) Yes
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Dalene
12 days ago
The solution sounds good to me! Now, if only I could figure out how to make the Azure ML workspace do my laundry too...
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Noah
1 months ago
B) No
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Nickole
2 months ago
A) Yes
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Malcom
2 months ago
Ah, the age-old question of hyperparameter tuning. Sobol sampling, huh? Sounds like it could work, but I'd love to see some real-world examples before committing to it.
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Elli
2 months ago
Hmm, I'm not sure. Sobol sampling sounds fancy, but I wonder if it's really the best fit for this use case. Maybe I should do some more research.
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Martina
2 months ago
Sobol sampling is great for early termination and continuous hyperparameters. This solution definitely meets the goal!
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Elenore
2 months ago
But Sobol sampling method is known for its efficiency in exploring hyperparameter space.
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Hollis
2 months ago
I disagree, I don't think Sobol sampling method supports early termination.
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Elenore
2 months ago
I think the solution meets the goal.
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