Google Cloud

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 21–30 of 489

Q21

You are configuring an auto-scaling policy for a GKE cluster. What happens if the maximum node count is reached?

  • A New pods will fail to schedule
  • B GKE will add more nodes
  • C Scale down unused nodes
  • D Scale up resource quotas
Explanation When the maximum node count is reached, new pods cannot be scheduled until resources free up.
Q22

Which service can help visualize machine learning model performance in Google Cloud?

  • A AI Platform
  • B BigQuery
  • C Dataproc
  • D Cloud Functions
Explanation AI Platform provides tools for visualizing ML model performance; the others focus on data processing or serverless functions.
Q23

A company needs to house their data securely while allowing global access. Which service should they choose?

  • A Cloud Storage
  • B Cloud SQL
  • C Firestore
  • D Pub/Sub
Explanation Cloud Storage is designed for global access and security, while the others cater to specific use cases or data structures.
Q24

You are configuring IAM roles in Google Cloud. What happens if a user has both a custom role and a predefined role with overlapping permissions?

  • A Only the custom role is applied
  • B Only the predefined role is applied
  • C Merged permissions from both roles
  • D User cannot access anything
Explanation Permissions are cumulative, allowing access from both roles; the others misrepresent how IAM permissions function.
Q25

Which service allows you to deploy machine learning models at scale on Google Cloud?

  • A Vertex AI
  • B Cloud Functions
  • C App Engine
  • D Cloud Run
Explanation Vertex AI is specifically designed for ML model deployment, while the others serve different purposes.
Q26

A company needs to store structured data with SQL querying capabilities. Which Google Cloud service should they choose?

  • A BigQuery
  • B Cloud Firestore
  • C Cloud Spanner
  • D Google Cloud Storage
Explanation Cloud Spanner provides scalable SQL database capabilities, whereas others do not meet all structured data needs.
Q27

What happens when you configure an IAM policy to allow 'allUsers' to 'roles/viewer' on a Cloud Storage bucket?

  • A Bucket is publicly accessible
  • B Bucket is private
  • C Public only writes allowed
  • D No change to access
Explanation Allowing 'allUsers' to have 'roles/viewer' makes the bucket publicly accessible.
Q28

Which Google Cloud service is designed for data analytics on large-scale datasets?

  • A BigQuery
  • B Cloud Functions
  • C Cloud Run
  • D Cloud Spanner
Explanation BigQuery is optimized for massive data analytics, while the others serve different purposes.
Q29

A company needs to store sensitive user data in compliance with GDPR. Which service should they use?

  • A Cloud Storage
  • B Cloud Firestore
  • C Cloud SQL with encryption
  • D Cloud Pub/Sub
Explanation Cloud SQL with encryption meets GDPR compliance needs, while the others do not inherently offer this compliance.
Q30

You are configuring a Generative AI model. What happens if the input data quality is poor?

  • A Model performance will significantly improve
  • B Model might produce unpredictable results
  • C Training time reduces
  • D No impact on model output
Explanation Poor input data quality leads to unpredictable model outputs, while the other options suggest incorrect outcomes.