Big Black Friday Sale Limited Time 65% Discount Offer - Ends in 0d 00h 00m 00s - Coupon code: get65

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
Ayra
How these dumps are necessary for passing the certification exam?
Damian Oct 6, 2025
They give you a competitive edge and help you prepare better.
Lennie
I passed my exam and achieved wonderful score, I highly recommend it.
Emelia Oct 1, 2025
I think I'll give Cramkey a try next time I take a certification exam. Thanks for the recommendation!
Joey
I highly recommend Cramkey Dumps to anyone preparing for the certification exam. They have all the key information you need and the questions are very similar to what you'll see on the actual exam.
Dexter Oct 6, 2025
Agreed. It's definitely worth checking out if you're looking for a comprehensive and reliable study resource.
Vienna
I highly recommend them. They are offering exact questions that we need to prepare our exam.
Jensen Oct 11, 2025
That's great. I think I'll give Cramkey a try next time I take a certification exam. Thanks for the recommendation!
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
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

$36.75  $104.99

Professional-Data-Engineer Testing Engine

$43.75  $124.99

Professional-Data-Engineer PDF + Testing Engine

$57.75  $164.99