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Last Update Sep 14, 2025
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Google Professional Data Engineer Exam

Last Update Sep 14, 2025
Total Questions : 383 With Comprehensive Analysis

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Google Professional Data Engineer Exam Questions and Answers

Questions 1

Which of these sources can you not load data into BigQuery from?

Options:

A.

File upload

B.

Google Drive

C.

Google Cloud Storage

D.

Google Cloud SQL

Questions 2

Cloud Bigtable is a recommended option for storing very large amounts of ____________________________?

Options:

A.

multi-keyed data with very high latency

B.

multi-keyed data with very low latency

C.

single-keyed data with very low latency

D.

single-keyed data with very high latency

Questions 3

You are planning to use Google's Dataflow SDK to analyze customer data such as displayed below. Your project requirement is to extract only the customer name from the data source and then write to an output PCollection.

Tom,555 X street

Tim,553 Y street

Sam, 111 Z street

Which operation is best suited for the above data processing requirement?

Options:

A.

ParDo

B.

Sink API

C.

Source API

D.

Data extraction