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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:
Feb 10, 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

You are training a spam classifier. You notice that you are overfitting the training data. Which three actions can you take to resolve this problem? (Choose three.)

Options:

A.

Get more training examples

B.

Reduce the number of training examples

C.

Use a smaller set of features

D.

Use a larger set of features

E.

Increase the regularization parameters

F.

Decrease the regularization parameters

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Question 2

Which of the following IAM roles does your Compute Engine account require to be able to run pipeline jobs?

Options:

A.

dataflow.worker

B.

dataflow.compute

C.

dataflow.developer

D.

dataflow.viewer

Question 3

You are building a teal-lime prediction engine that streams files, which may contain Pll (personal identifiable information) data, into Cloud Storage and eventually into BigQuery You want to ensure that the sensitive data is masked but still maintains referential Integrity, because names and emails are often used as join keys How should you use the Cloud Data Loss Prevention API (DLP API) to ensure that the Pll data is not accessible by unauthorized individuals?

Options:

A.

Create a pseudonym by replacing the Pll data with cryptogenic tokens, and store the non-tokenized data in a locked-down button.

B.

Redact all Pll data, and store a version of the unredacted data in a locked-down bucket

C.

Scan every table in BigQuery, and mask the data it finds that has Pll

D.

Create a pseudonym by replacing Pll data with a cryptographic format-preserving token

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