Prepare with Google : GCP-DE exam braindumps as your best preparation materials
Updated: Jul 02, 2026
No. of Questions: 77 Questions & Answers with Testing Engine
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Google Data Engineer Sample Questions:
1. You are building a model to predict whether or not it will rain on a given day. You have thousands of input features and want to see if you can improve training speed by removing some features while having a minimum effect on model accuracy. What can you do?
A) Eliminate features that are highly correlated to the output labels.
B) Remove the features that have null values for more than 50% of the training records.
C) Combine highly co-dependent features into one representative feature.
D) Instead of feeding in each feature individually, average their values in batches of 3.
2. You used Cloud Dataprep to create a recipe on a sample of data in a BigQuery table. You want to reuse this recipe on a daily upload of data with the same schema, after the load job with variable execution time completes. What should you do?
A) Export the recipe as a Cloud Dataprep template, and create a job in Cloud Scheduler.
B) Export the Cloud Dataprep job as a Cloud Dataflow template, and incorporate it into a Cloud Composer job.
C) Create a cron schedule in Cloud Dataprep.
D) Create an App Engine cron job to schedule the execution of the Cloud Dataprep job.
3. You want to automate execution of a multi-step data pipeline running on Google Cloud. The pipeline includes Cloud Dataproc and Cloud Dataflow jobs that have multiple dependencies on each other. You want to use managed services where possible, and the pipeline will run every day. Which tool should you use?
A) Workflow Templates on Cloud Dataproc
B) Cloud Scheduler
C) cron
D) Cloud Composer
4. When a Cloud Bigtable node fails, is lost.
A) the time dimension
B) no data
C) the last transaction
D) all data
5. You are responsible for writing your company's ETL pipelines to run on an Apache Hadoop cluster. The pipeline will require some checkpointing and splitting pipelines. Which method should you use to write the pipelines?
A) HiveQL using Hive
B) Java using MapReduce
C) PigLatin using Pig
D) Python using MapReduce
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: D |
Google Data Engineer Sample Questions:
1. You are building a model to predict whether or not it will rain on a given day. You have thousands of input features and want to see if you can improve training speed by removing some features while having a minimum effect on model accuracy. What can you do?
A) Eliminate features that are highly correlated to the output labels.
B) Remove the features that have null values for more than 50% of the training records.
C) Combine highly co-dependent features into one representative feature.
D) Instead of feeding in each feature individually, average their values in batches of 3.
2. You used Cloud Dataprep to create a recipe on a sample of data in a BigQuery table. You want to reuse this recipe on a daily upload of data with the same schema, after the load job with variable execution time completes. What should you do?
A) Export the recipe as a Cloud Dataprep template, and create a job in Cloud Scheduler.
B) Export the Cloud Dataprep job as a Cloud Dataflow template, and incorporate it into a Cloud Composer job.
C) Create a cron schedule in Cloud Dataprep.
D) Create an App Engine cron job to schedule the execution of the Cloud Dataprep job.
3. You want to automate execution of a multi-step data pipeline running on Google Cloud. The pipeline includes Cloud Dataproc and Cloud Dataflow jobs that have multiple dependencies on each other. You want to use managed services where possible, and the pipeline will run every day. Which tool should you use?
A) Workflow Templates on Cloud Dataproc
B) Cloud Scheduler
C) cron
D) Cloud Composer
4. When a Cloud Bigtable node fails, is lost.
A) the time dimension
B) no data
C) the last transaction
D) all data
5. You are responsible for writing your company's ETL pipelines to run on an Apache Hadoop cluster. The pipeline will require some checkpointing and splitting pipelines. Which method should you use to write the pipelines?
A) HiveQL using Hive
B) Java using MapReduce
C) PigLatin using Pig
D) Python using MapReduce
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: D |
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