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Google Updated Professional-Data-Engineer Exam Questions and Answers by josh

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Google Professional-Data-Engineer Exam Overview :

Exam Name: Google Professional Data Engineer Exam
Exam Code: Professional-Data-Engineer Dumps
Vendor: Google Certification: Google Cloud Certified
Questions: 387 Q&A's Shared By: josh
Question 12

By default, which of the following windowing behavior does Dataflow apply to unbounded data sets?

Options:

A.

Windows at every 100 MB of data

B.

Single, Global Window

C.

Windows at every 1 minute

D.

Windows at every 10 minutes

Discussion
Question 13

Does Dataflow process batch data pipelines or streaming data pipelines?

Options:

A.

Only Batch Data Pipelines

B.

Both Batch and Streaming Data Pipelines

C.

Only Streaming Data Pipelines

D.

None of the above

Discussion
Elise
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Cian Oct 25, 2025
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Kingsley
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Haris Oct 24, 2025
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Osian
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Azaan Oct 21, 2025
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Lennox
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Aiza Oct 12, 2025
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Ivan
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Elis Oct 11, 2025
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Question 14

Which methods can be used to reduce the number of rows processed by BigQuery?

Options:

A.

Splitting tables into multiple tables; putting data in partitions

B.

Splitting tables into multiple tables; putting data in partitions; using the LIMIT clause

C.

Putting data in partitions; using the LIMIT clause

D.

Splitting tables into multiple tables; using the LIMIT clause

Discussion
Question 15

When a Cloud Bigtable node fails, ____ is lost.

Options:

A.

all data

B.

no data

C.

the last transaction

D.

the time dimension

Discussion
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