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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:
May 2, 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 designing a system that requires an ACID-compliant database. You must ensure that the system requires minimal human intervention in case of a failure. What should you do?

Options:

A.

Configure a Cloud SQL for MySQL instance with point-in-time recovery enabled.

B.

Configure a Cloud SQL for PostgreSQL instance with high availability enabled.

C.

Configure a Bigtable instance with more than one cluster.

D.

Configure a BJgQuery table with a multi-region configuration.

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Question 2

Business owners at your company have given you a database of bank transactions. Each row contains the user ID, transaction type, transaction location, and transaction amount. They ask you to investigate what type of machine learning can be applied to the data. Which three machine learning applications can you use? (Choose three.)

Options:

A.

Supervised learning to determine which transactions are most likely to be fraudulent.

B.

Unsupervised learning to determine which transactions are most likely to be fraudulent.

C.

Clustering to divide the transactions into N categories based on feature similarity.

D.

Supervised learning to predict the location of a transaction.

E.

Reinforcement learning to predict the location of a transaction.

F.

Unsupervised learning to predict the location of a transaction.

Question 3

You want to use a BigQuery table as a data sink. In which writing mode(s) can you use BigQuery as a sink?

Options:

A.

Both batch and streaming

B.

BigQuery cannot be used as a sink

C.

Only batch

D.

Only streaming

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