Free Google Professional-Data-Engineer Exam Questions
Absolute Free Professional-Data-Engineer Exam Practice for Comprehensive Preparation
-
Google Professional-Data-Engineer Exam Questions
-
Provided By: Google
- Exam: Cloud Certified Professional Data Engineer
- Certification: Google Cloud Certified
-
Total Questions: 472
-
Updated On: Apr 10, 2025
-
Rated: 4.9 |
-
Online Users: 944
-
Question 1
-
You are creating a new pipeline in Google Cloud to stream IoT data from Cloud Pub/Sub through Cloud
Dataflow to BigQuery. While previewing the data, you notice that roughly 2% of the data appears to be
corrupt. You need to modify the Cloud Dataflow pipeline to filter out this corrupt data. What should you do?
Answer: B
-
You are creating a new pipeline in Google Cloud to stream IoT data from Cloud Pub/Sub through Cloud
Dataflow to BigQuery. While previewing the data, you notice that roughly 2% of the data appears to be
corrupt. You need to modify the Cloud Dataflow pipeline to filter out this corrupt data. What should you do?
-
Question 2
-
Your new customer has requested daily reports that show their net consumption of Google Cloud compute
resources and who used the resources. You need to quickly and efficiently generate these daily reports. What
should you do?
Answer: B
-
Your new customer has requested daily reports that show their net consumption of Google Cloud compute
-
Question 3
-
You are developing an Apache Beam pipeline to extract data from a Cloud SQL instance by using JdbclO.
You have two projects running in Google Cloud. The pipeline will be deployed and executed on Dataflow in
Project A. The Cloud SQL instance is running jn Project B and does not have a public IP address. After
deploying the pipeline, you noticed that the pipeline failed to extract data from the Cloud SQL instance due to
connection failure. You verified that VPC Service Controls and shared VPC are not in use in these projects.
You want to resolve this error while ensuring that the data does not go through the public internet. What
should you do?
Answer: C
-
You are developing an Apache Beam pipeline to extract data from a Cloud SQL instance by using JdbclO.
-
Question 4
-
Which role must be assigned to a service account used by the virtual machines in a Dataproc cluster so they
can execute jobs?
Answer: A
-
Which role must be assigned to a service account used by the virtual machines in a Dataproc cluster so they
can execute jobs?
-
Question 5
-
Each analytics team in your organization is running BigQuery jobs in their own projects. You want to enable
each team to monitor slot usage within their projects. What should you do?
Answer: D
-
Each analytics team in your organization is running BigQuery jobs in their own projects. You want to enable
each team to monitor slot usage within their projects. What should you do?