Exam DP-100 topic 3 question 105 discussion

Actual exam question from Microsoft's DP-100

Question #: 105
Topic #: 3

You plan to run a Python script as an Azure Machine Learning experiment.
The script contains the following code:

You must specify a file dataset as an input to the script. The dataset consists of multiple large image files and must be streamed directly from its source.
You need to write code to define a ScriptRunConfig object for the experiment and pass the ds dataset as an argument.
Which code segment should you use?

A. arguments = ['--input-data', ds.to_pandas_dataframe()]
B. arguments = ['--input-data', ds.as_mount()]
C. arguments = ['--data-data', ds]
D. arguments = ['--input-data', ds.as_download()]

Show Suggested Answer

Suggested Answer: B 🗳️

by dp100uber at Dec. 29, 2021, 10:28 p.m.

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Xsytt419

Highly Voted 3 years, 1 month ago

should be B?

upvoted 24 times

J_AR

3 years, 1 month ago

Yes. Because 1) the data are images, not tabular, 2) the data are large and so should be mounted not downloaded.

upvoted 15 times

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rgdk

3 years, 1 month ago

Yes - also because it says "must be streamed directly from its source"

upvoted 9 times

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dp100uber

Highly Voted 3 years, 1 month ago

Incorrect, it's B

upvoted 8 times

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evangelist

Most Recent 7 months, 4 weeks ago

Selected Answer: B

The main reasons cited include: The data are large image files. The requirement to stream data directly from the source. The as_mount() method is suitable for streaming large datasets without downloading them.

upvoted 1 times

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