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 81–90 of 489

Q81

What happens when you exceed the usage limits of a Google Cloud service?

  • A Service will continue without interruption
  • B Service is temporarily suspended
  • C You will receive a notification
  • D Usage is automatically throttled
Explanation Exceeding usage limits typically suspends service until limits are addressed; notifications are given for awareness but do not prevent suspension.
Q82

Which service is best for unstructured data storage?

  • A Cloud Storage
  • B Cloud Spanner
  • C BigQuery
  • D Cloud SQL
Explanation Cloud Storage is designed for unstructured data, while the others serve structured data needs.
Q83

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

  • A Pub/Sub
  • B Cloud Firestore
  • C Cloud Functions
  • D Cloud Dataproc
Explanation Pub/Sub allows real-time data ingestion for analysis, whereas the other options focus on batch processing or database management.
Q84

What happens when you adjust the temperature setting in a generative model?

  • A Increases randomness of outputs
  • B Limits creativity in responses
  • C Optimizes processing speed
  • D Fixes outputs to training data
Explanation Adjusting temperature controls the randomness of outputs, impacting variability and creativity, while the others are incorrect settings implications.
Q85

Which service is best for deploying machine learning models?

  • A AI Platform
  • B Cloud Functions
  • C Cloud Storage
  • D BigQuery
Explanation AI Platform specializes in ML model deployment, while the others serve different functions.
Q86

A company needs to analyze streaming data in real-time. Which Google Cloud service should they use?

  • A BigQuery
  • B Cloud Pub/Sub
  • C Dataflow
  • D Cloud Storage
Explanation Dataflow is designed for real-time data processing, unlike the other services which serve different purposes.
Q87

You are configuring a generative AI model that must adhere to specific ethical guidelines. What should you prioritize?

  • A Data cleaning
  • B Model architecture
  • C Bias mitigation
  • D Performance tuning
Explanation Bias mitigation is crucial for ethical compliance, while the others focus on technical aspects.
Q88

Which service automatically scales ML models based on requests?

  • A Vertex AI
  • B Cloud Functions
  • C Cloud Run
  • D App Engine
Explanation Vertex AI is designed for auto-scaling ML models, while others do not specialize in machine learning functionality.
Q89

A company needs to analyze large datasets with minimal latency. Which storage type should they choose?

  • A Cloud Storage
  • B Bigtable
  • C Cloud SQL
  • D Firestore
Explanation Bigtable is optimized for low-latency access to large datasets, unlike the others which do not meet this specific need.
Q90

What happens when you set a GCP VM instance to preemptible?

  • A Always runs at full cost
  • B Can be terminated at any time
  • C Allows for unlimited uptime
  • D Offers persistent disk storage only
Explanation Preemptible VMs can be terminated without warning, while others do not correctly describe their behavior.