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Google Professional-Data-Engineer Exam With Confidence Using Practice Dumps

Exam Code:
Professional-Data-Engineer
Exam Name:
Google Professional Data Engineer Exam
Certification:
Google Cloud Certified
Vendor:
Google
Questions:
400
Last Updated:
Apr 28, 2026
Exam Status:
Stable
Google Professional-Data-Engineer

Professional-Data-Engineer: Google Cloud Certified Exam 2025 Study Guide Pdf and Test Engine

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Google Professional Data Engineer Exam Questions and Answers

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Question 1

Which of the following is not possible using primitive roles?

Options:

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.

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Question 2

Suppose you have a table that includes a nested column called "city" inside a column called "person", but when you try to submit the following query in BigQuery, it gives you an error.

SELECT person FROM `project1.example.table1` WHERE city = "London"

How would you correct the error?

Options:

A.

Add ", UNNEST(person)" before the WHERE clause.

B.

Change "person" to "person.city".

C.

Change "person" to "city.person".

D.

Add ", UNNEST(city)" before the WHERE clause.

Question 3

Which of the following statements about the Wide & Deep Learning model are true? (Select 2 answers.)

Options:

A.

The wide model is used for memorization, while the deep model is used for generalization.

B.

A good use for the wide and deep model is a recommender system.

C.

The wide model is used for generalization, while the deep model is used for memorization.

D.

A good use for the wide and deep model is a small-scale linear regression problem.

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