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Google GCP-DE dumps - in .pdf
- Exam Code: GCP-DE
- Exam Name: Data Engineer
- Updated: Oct 06, 2026
- Q & A: 77 Questions and Answers
- PDF Price: $59.99
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- Exam Code: GCP-DE
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- Q & A: 77 Questions and Answers
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Google GCP-DE dumps - Testing Engine
- Exam Code: GCP-DE
- Exam Name: Data Engineer
- Updated: Oct 06, 2026
- Q & A: 77 Questions and Answers
- Software Price: $59.99
- Testing Engine
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Google GCP-DE Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Maintaining and automating data workloads | 18% | - Operationalizing workloads
|
| Designing data processing systems | 24% | - Planning data solutions
|
| Preparing data for analysis and machine learning | 13% | - Preparing data for ML
|
| Storing and managing data | 20% | - Optimizing storage performance and cost
|
| Ingesting and processing data | 25% | - Transforming data
|
Google Data Engineer Sample Questions:
Question #1
What are all of the BigQuery operations that Google charges for?
- A. Storage, queries, and streaming inserts
- B. Storage, queries, and exporting data
- C. Queries and streaming inserts
- D. Storage, queries, and loading data from a file
Correct Answer: A 🗳️
Explanation: Only visible for ValidTorrent members. You can sign-up / login (it's free).
Question #2
You are developing a software application using Google's Dataflow SDK, and want to use conditional, for loops and other complex programming structures to create a branching pipeline. Which component will be used for the data processing operation?
- A. Transform
- B. PCollection
- C. Pipeline
- D. Sink API
Correct Answer: A 🗳️
Explanation: Only visible for ValidTorrent members. You can sign-up / login (it's free).
Question #3
You operate an IoT pipeline built around Apache Kafka that normally receives around 5000 messages per second. You want to use Google Cloud Platform to create an alert as soon as the moving average over 1 hour drops below 4000 messages per second. What should you do?
- A. Use Kafka Connect to link your Kafka message queue to Cloud Pub/Su
- B. Use a Cloud Dataflow template to write your messages from Cloud Pub/Sub to Cloud Bigtabl
- C. Consume the stream of data in Cloud Dataflow using Kafka I
- D. If that number falls below 4000, send an alert.
- E. If that number falls below 4000, send an alert.
- F. Set a fixed time window of 1 hour.Compute the average when the window closes, and send an alert if the average is less than 4000 messages.
- G. Use Kafka Connect to link your Kafka message queue to Cloud Pub/Su
- H. Use Cloud Scheduler to run a script every five minutes that counts the number of rows created in BigQuery in the last hour
- I. Consume the stream of data in Cloud Dataflow using Kafka I
- J. Set a sliding time window of 1 hour every 5 minute
- K. Use Cloud Scheduler to run a script every hour that counts the number of rows created in Cloud Bigtable in the last hour
- L. Compute the average when the window closes, and send an alert if the average is less than 4000 messages.
- M. Use a Cloud Dataflow template to write your messages from Cloud Pub/Sub to BigQuer
Correct Answer: L 🗳️
Question #4
When using Cloud Dataproc clusters, you can access the YARN web interface by configuring a browser to connect through a proxy.
- A. VPN
- B. HTTPS
- C. SOCKS
- D. HTTP
Correct Answer: C 🗳️
Explanation: Only visible for ValidTorrent members. You can sign-up / login (it's free).
Question #5
You work for a global shipping company. You want to train a model on 40 TB of data to predict which ships in each geographic region are likely to cause delivery delays on any given day. The model will be based on multiple attributes collected from multiple sources. Telemetry data, including location in GeoJSON format, will be pulled from each ship and loaded every hour. You want to have a dashboard that shows how many and which ships are likely to cause delays within a region. You want to use a storage solution that has native functionality for prediction and geospatial processing. Which storage solution should you use?
- A. Cloud Bigtable
- B. BigQuery
- C. Cloud Datastore
- D. Cloud SQL for PostgreSQL
Correct Answer: B 🗳️
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