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Google Professional Data Engineer Exam

Last Update Feb 18, 2025
Total Questions : 374 With Comprehensive Analysis

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Google Professional Data Engineer Exam Questions and Answers

Questions 1

You use a dataset in BigQuery for analysis. You want to provide third-party companies with access to the same dataset. You need to keep the costs of data sharing low and ensure that the data is current. What should you do?

Options:

A.

Use Analytics Hub to control data access, and provide third party companies with access to the dataset

B.

Create a Dataflow job that reads the data in frequent time intervals and writes it to the relevant BigQuery dataset or Cloud Storage bucket for third-party companies to use.

C.

Use Cloud Scheduler to export the data on a regular basis to Cloud Storage, and provide third-party companies with access to the bucket.

D.

Create a separate dataset in BigQuery that contains the relevant data to share, and provide third-party companies with access to the new dataset.

Questions 2

You need to move 2 PB of historical data from an on-premises storage appliance to Cloud Storage within six months, and your outbound network capacity is constrained to 20 Mb/sec. How should you migrate this data to Cloud Storage?

Options:

A.

Use Transfer Appliance to copy the data to Cloud Storage

B.

Use gsutil cp –J to compress the content being uploaded to Cloud Storage

C.

Create a private URL for the historical data, and then use Storage Transfer Service to copy the data to Cloud Storage

D.

Use trickle or ionice along with gsutil cp to limit the amount of bandwidth gsutil utilizes to less than 20 Mb/sec so it does not interfere with the production traffic

Questions 3

You have some data, which is shown in the graphic below. The two dimensions are X and Y, and the shade of each dot represents what class it is. You want to classify this data accurately using a linear algorithm.

To do this you need to add a synthetic feature. What should the value of that feature be?

Options:

A.

X^2+Y^2

B.

X^2

C.

Y^2

D.

cos(X)