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  • Exam Name: Google Professional Data Engineer Exam
  • Last Update: 12-Sep-2025
  • Questions and Answers: 383
  • Single Choice: 352 Q&A's
  • Multiple Choice: 31 Q&A's

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Professional-Data-Engineer Questions and Answers

Question # 1

What are two methods that can be used to denormalize tables in BigQuery?

A.

1) Split table into multiple tables; 2) Use a partitioned table

B.

1) Join tables into one table; 2) Use nested repeated fields

C.

1) Use a partitioned table; 2) Join tables into one table

D.

1) Use nested repeated fields; 2) Use a partitioned table

Question # 2

Which of the following is not possible using primitive roles?

A.

Give a user viewer access to BigQuery and owner access to Google Compute Engine instances.

B.

Give UserA owner access and UserB editor access for all datasets in a project.

C.

Give a user access to view all datasets in a project, but not run queries on them.

D.

Give GroupA owner access and GroupB editor access for all datasets in a project.

Question # 3

Which software libraries are supported by Cloud Machine Learning Engine?

A.

Theano and TensorFlow

B.

Theano and Torch

C.

TensorFlow

D.

TensorFlow and Torch

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