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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 261–270 of 489

Q261

What happens when you delete a Google Cloud Storage bucket configured with Object Versioning?

  • A All versions are permanently deleted.
  • B Only the latest version is deleted.
  • C Versions are retained for 30 days.
  • D Bucket is deleted, versions preserved indefinitely.
Explanation Deleting a bucket with Object Versioning preserves its versions indefinitely until explicitly deleted.
Q262

Which service is best for training machine learning models?

  • A Vertex AI
  • B Cloud Storage
  • C BigQuery
  • D Cloud Pub/Sub
Explanation Vertex AI specializes in training and deploying ML models, whereas the others serve different purposes.
Q263

A company needs to implement real-time data ingestion for analytics. Which solution should they use?

  • A Dataflow
  • B Cloud Functions
  • C Cloud Scheduler
  • D App Engine
Explanation Dataflow is designed for real-time data processing, while the others focus on different functionalities.
Q264

What happens when you over-provision a resource in Google Cloud?

  • A Increased performance
  • B Unutilized costs
  • C Improved security
  • D Faster scaling
Explanation Over-provisioning leads to resource wastage, increasing costs without corresponding benefit.
Q265

Which service provides automated model training and deployment?

  • A Vertex AI
  • B Cloud SQL
  • C Pub/Sub
  • D Cloud Functions
Explanation Vertex AI automates machine learning workflows, while others serve different purposes.
Q266

A company needs to analyze real-time streaming data. Which tool should they use?

  • A BigQuery
  • B Dataflow
  • C Cloud Storage
  • D Cloud Spanner
Explanation Dataflow is designed for processing real-time data streams, while others suit different types of data analysis.
Q267

What happens when you set a VM to terminate on preemption?

  • A VM runs indefinitely.
  • B VM will be decommissioned.
  • C VM receives higher resources.
  • D VM is stopped and deleted.
Explanation A preemptible VM stops and is deleted when resources are needed elsewhere.
Q268

Which Google Cloud service is best for analyzing large datasets?

  • A BigQuery
  • B Cloud SQL
  • C Cloud Functions
  • D Cloud Storage
Explanation BigQuery is designed for analyzing large datasets quickly; others serve different purposes.
Q269

A company needs to securely manage API keys across multiple environments. What is a recommended approach?

  • A Store them in environment variables
  • B Use Secret Manager
  • C Encrypt and save in Cloud Storage
  • D Hardcode them in application code
Explanation Using Secret Manager provides secure management and access control for API keys, unlike the other methods.
Q270

What happens when you increase the machine type in a Google Kubernetes Engine cluster?

  • A Cluster storage increases automatically
  • B Existing pods are immediately restarted
  • C Costs will increase based on new tier
  • D Worker nodes are removed from the cluster
Explanation Increasing the machine type directly affects pricing for nodes; other options are misleading about cluster behavior.