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Google GCP-DE Actual Tests : Data Engineer
About Google GCP-DE Exam Actual Tests
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Google GCP-DE Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Building and operationalizing data processing systems | 28%-33% | - Building data processing systems
|
| Topic 2: Designing data processing systems | 22%-27% | - Designing for data ingestion
|
| Topic 3: Ensuring solution quality | 20%-25% | - Data quality management
|
| Topic 4: Managing and optimizing solutions | 20%-25% | - Managing resources and costs
|
Google Data Engineer Sample Questions:
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. Instead of feeding in each feature individually, average their values in batches of 3.
- B. Eliminate features that are highly correlated to the output labels.
- C. Combine highly co-dependent features into one representative feature.
- D. Remove the features that have null values for more than 50% of the training records.
Correct Answer: C 🗳️
All Google Cloud Bigtable client requests go through a front-end server they are sent to a Cloud Bigtable node.
- A. only if
- B. before
- C. after
- D. once
Correct Answer: B 🗳️
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MJTelco is building a custom interface to share dat
a. They have these requirements:
They need to do aggregations over their petabyte-scale datasets.
They need to scan specific time range rows with a very fast response time (milliseconds). Which combination of Google Cloud Platform products should you recommend?
- A. BigQuery and Cloud Storage
- B. BigQuery and Cloud Bigtable
- C. Cloud Bigtable and Cloud SQL
- D. Cloud Datastore and Cloud Bigtable
Correct Answer: B 🗳️
You need to deploy additional dependencies to all of a Cloud Dataproc cluster at startup using an existing initialization action. Company security policies require that Cloud Dataproc nodes do not have access to the Internet so public initialization actions cannot fetch resources. What should you do?
- A. Use Resource Manager to add the service account used by the Cloud Dataproc cluster to the Network User role
- B. Use an SSH tunnel to give the Cloud Dataproc cluster access to the Internet
- C. Deploy the Cloud SQL Proxy on the Cloud Dataproc master
- D. Copy all dependencies to a Cloud Storage bucket within your VPC security perimeter
Correct Answer: A 🗳️
You work for a mid-sized enterprise that needs to move its operational system transaction data from an on-premises database to GCP. The database is about 20 TB in size. Which database should you choose?
- A. Cloud Spanner
- B. Cloud Bigtable
- C. Cloud SQL
- D. Cloud Datastore
Correct Answer: C 🗳️
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