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Hobart 
Google GCP-DE : Data Engineer
Exam Code: GCP-DE
Exam Name: Data Engineer
Updated: Sep 10, 2026
Q & A: 77 Questions and Answers
GCP-DE Free Demo download
About Google GCP-DE Exam Free Dumps
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Why choose GCP-DE latest pdf dump
Google GCP-DE Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Managing and optimizing solutions | 20%-25% | - Managing resources and costs
|
| Topic 2: Ensuring solution quality | 20%-25% | - Data quality management
|
| Topic 3: Designing data processing systems | 22%-27% | - Designing data pipelines
|
| Topic 4: Building and operationalizing data processing systems | 28%-33% | - Operationalizing systems
|
Google Data Engineer Sample Questions:
Question #1
You are developing an application on Google Cloud that will automatically generate subject labels for users' blog posts. You are under competitive pressure to add this feature quickly, and you have no additional developer resources. No one on your team has experience with machine learning. What should you do?
- A. Call the Cloud Natural Language API from your applicatio
- B. Call the model from your application and process the results as labels.
- C. Call the Cloud Natural Language API from your applicatio
- D. Deploy the model using Cloud Machine Learning Engin
- E. Deploy the model using a KubernetesEngine cluste
- F. Call the model from your application and process the results as labels.
- G. Build and train a text classification model using TensorFlo
- H. Process the generated Sentiment Analysis as labels.
- I. Build and train a text classification model using TensorFlo
- J. Process the generated Entity Analysis as labels.
Answer: J
Question #2
Suppose you have a table that includes a nested column called "city" inside a column called "person", but when you try to submit the following query in BigQuery, it gives you an error.
SELECT person FROM `project1.example.table1` WHERE city = "London"
How would you correct the error?
- A. Add ", UNNEST(person)" before the WHERE clause.
- B. Add ", UNNEST(city)" before the WHERE clause.
- C. Change "person" to "person.city".
- D. Change "person" to "city.person".
Answer: A
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Question #3
What is the general recommendation when designing your row keys for a Cloud Bigtable schema?
- A. Keep your row key as long as the field permits
- B. Keep your row key reasonably short
- C. Keep the row keep as an 8 bit integer
- D. Include multiple time series values within the row key
Answer: B
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Question #4
When a Cloud Bigtable node fails, is lost.
- A. the last transaction
- B. all data
- C. the time dimension
- D. no data
Answer: D
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Question #5
You are building a new data pipeline to share data between two different types of applications: jobs generators and job runners. Your solution must scale to accommodate increases in usage and must accommodate the addition of new applications without negatively affecting the performance of existing ones. What should you do?
- A. Use a Cloud Pub/Sub topic to publish jobs, and use subscriptions to execute them
- B. Create a table on Cloud Spanner, and insert and delete rows with the job information
- C. Create a table on Cloud SQL, and insert and delete rows with the job information
- D. Create an API using App Engine to receive and send messages to the applications
Answer: A
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