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Google Cloud Certified – Generative AI Leader

PR000309
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Become a certified Generative AI Leader with exam code PR000309 to enhance your AI skills in Google Cloud.

489 questions 0 views Free
Start Mock Test Timed · Full-length · Scored

Questions 101–110 of 489

Q101

A company needs to allow specific users access to its Google Cloud project. What is the best way to manage this?

  • A Use IAM roles and permissions
  • B Create public access for all
  • C Employ firewall rules only
  • D Use GCP resources without credentials
Explanation IAM roles and permissions provide precise access control, while the other options do not restrict access appropriately.
Q102

You are configuring a machine learning model with sensitive data. What is the most effective privacy measure?

  • A Enable model explainability
  • B Implement data anonymization
  • C Increase model complexity
  • D Use larger datasets only
Explanation Data anonymization effectively protects sensitive information, while the other options do not ensure privacy.
Q103

Which service leverages auto-scaling for containerized applications?

  • A Google Kubernetes Engine
  • B Cloud Functions
  • C Cloud Run
  • D App Engine
Explanation Google Kubernetes Engine provides comprehensive auto-scaling for Kubernetes-managed containers, while others do not focus on container orchestration at that level.
Q104

A company needs to process large datasets in real-time. Which service should they use?

  • A Cloud Pub/Sub
  • B Cloud Storage
  • C BigQuery
  • D Cloud Functions
Explanation Cloud Pub/Sub allows for real-time messaging and event-driven architecture, while others are better suited for batch processing or storage.
Q105

What happens when an instance is stopped in Compute Engine?

  • A Disk data is deleted
  • B Instance incurs charges
  • C IP address changes
  • D All settings are lost
Explanation When an instance is stopped, its IP address may change, but the disk data remains intact and doesn't incur charges while stopped.
Q106

Which Google Cloud service is best for managing containerized applications?

  • A Google Kubernetes Engine
  • B Cloud Functions
  • C App Engine
  • D Cloud Run
Explanation Google Kubernetes Engine is designed for orchestrating containers, whereas the others are not specialized for this purpose.
Q107

A company needs to securely share sensitive data among subsidiaries across different regions. What is the best practice?

  • A Use public Google Drive links
  • B Implement IAM policies and use Cloud Storage
  • C Email encrypted files directly
  • D Upload data to a public GCP account
Explanation IAM policies ensure fine-grained access control, while public links and email are insecure sharing methods.
Q108

What happens when you exceed the quota on a Google Cloud service?

  • A Service automatically scales up
  • B Requests are denied until quota resets
  • C Performance improves temporarily
  • D New data is ignored without error
Explanation Exceeding a quota results in denied requests until limits are reset, unlike options A, C, and D which are inaccurate outcomes.
Q109

Which service is best for text analysis?

  • A Cloud Natural Language
  • B Cloud Vision
  • C Cloud Speech-to-Text
  • D Cloud Dataflow
Explanation Cloud Natural Language is designed for analyzing text, while others are for image or audio processing.
Q110

A company needs to implement real-time data processing. Which service should they use?

  • A Cloud Pub/Sub
  • B Cloud Storage
  • C Cloud Functions
  • D Cloud SQL
Explanation Cloud Pub/Sub is built for real-time data streaming, while the others are for storage or processing with delays.