New Year Special 75% Discount offer - Ends in 0d 00h 00m 00s - Coupon code: 75brite

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

Page: 5 / 16

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: wesley
Question 20

Your startup has never implemented a formal security policy. Currently, everyone in the company has access to the datasets stored in Google BigQuery. Teams have freedom to use the service as they see fit, and they have not documented their use cases. You have been asked to secure the data warehouse. You need to discover what everyone is doing. What should you do first?

Options:

A.

Use Google Stackdriver Audit Logs to review data access.

B.

Get the identity and access management IIAM) policy of each table

C.

Use Stackdriver Monitoring to see the usage of BigQuery query slots.

D.

Use the Google Cloud Billing API to see what account the warehouse is being billed to.

Discussion
Question 21

What are two of the benefits of using denormalized data structures in BigQuery?

Options:

A.

Reduces the amount of data processed, reduces the amount of storage required

B.

Increases query speed, makes queries simpler

C.

Reduces the amount of storage required, increases query speed

D.

Reduces the amount of data processed, increases query speed

Discussion
Question 22

What is the general recommendation when designing your row keys for a Cloud Bigtable schema?

Options:

A.

Include multiple time series values within the row key

B.

Keep the row keep as an 8 bit integer

C.

Keep your row key reasonably short

D.

Keep your row key as long as the field permits

Discussion
Ayra
How these dumps are necessary for passing the certification exam?
Damian Dec 4, 2025
They give you a competitive edge and help you prepare better.
Laila
They're such a great resource for anyone who wants to improve their exam results. I used these dumps and passed my exam!! Happy customer, always prefer. Yes, same questions as above I know you guys are perfect.
Keira Dec 15, 2025
100% right….And they're so affordable too. It's amazing how much value you get for the price.
Zayaan
Successfully aced the exam… Thanks a lot for providing amazing Exam Dumps.
Harmony Dec 15, 2025
That's fantastic! I'm glad to hear that their dumps helped you. I also used them and found it accurate.
Sarah
Yeah, I was so relieved when I saw that the question appeared in the exam were similar to their exam dumps. It made the exam a lot easier and I felt confident going into it.
Aaliyah Dec 5, 2025
Same here. I've heard mixed reviews about using exam dumps, but for us, it definitely paid off.
Question 23

When running a pipeline that has a BigQuery source, on your local machine, you continue to get permission denied errors. What could be the reason for that?

Options:

A.

Your gcloud does not have access to the BigQuery resources

B.

BigQuery cannot be accessed from local machines

C.

You are missing gcloud on your machine

D.

Pipelines cannot be run locally

Discussion
Page: 5 / 16
Title
Questions
Posted

Professional-Data-Engineer
PDF

$26.25  $104.99

Professional-Data-Engineer Testing Engine

$31.25  $124.99

Professional-Data-Engineer PDF + Testing Engine

$41.25  $164.99