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 151–160 of 489

Q151

Which Google Cloud service is designed for real-time data processing?

  • A Dataflow
  • B BigQuery
  • C Cloud Functions
  • D Cloud Storage
Explanation Dataflow is specifically designed for real-time stream processing, while others serve different purposes.
Q152

A company needs to securely store and manage API keys. Which GCP service should they use?

  • A Firestore
  • B Secret Manager
  • C Cloud Run
  • D Cloud Functions
Explanation Secret Manager is purpose-built for safely storing and accessing sensitive data like API keys.
Q153

What happens when a Compute Engine instance exceeds its predefined quota?

  • A Instance automatically shuts down
  • B New instances cannot be created
  • C Performance slows down
  • D Quota adjustments are rejected
Explanation Exceeding the quota prevents the creation of new instances; existing instances continue to run within their limits.
Q154

Which Google Cloud service is used for machine learning model training?

  • A AI Platform
  • B Cloud Run
  • C BigQuery
  • D Cloud Functions
Explanation AI Platform is specifically designed for ML training, while others serve different purposes.
Q155

A company needs to temporarily store user data for analysis without long-term persistence. Which Google Cloud service should they use?

  • A Cloud Storage
  • B BigQuery
  • C Memorystore
  • D Firestore
Explanation Memorystore is ideal for temporary, quick data access, while others are for longer storage or different data types.
Q156

What happens when a Google Cloud VPC is configured with public IP addresses?

  • A Nodes connect only internally
  • B Nodes are isolated from the internet
  • C Nodes can be accessed publicly
  • D Nodes will have dynamic private IPs
Explanation Public IPs allow direct access from the internet, while others suggest limited connectivity options.
Q157

Which service is primarily used for real-time data stream processing?

  • A Cloud Pub/Sub
  • B Cloud Functions
  • C BigQuery
  • D Cloud SQL
Explanation Cloud Pub/Sub is designed for real-time data ingestion, while others serve different roles like querying or event handling.
Q158

A company needs to secure sensitive data in transit to its public APIs. What should they implement?

  • A API keys
  • B TLS encryption
  • C Static IP whitelisting
  • D Firewall rules
Explanation TLS encryption secures data in transit, while others either manage access or secure at different levels.
Q159

You are configuring a Generative AI model. What can you do to prevent it from generating biased outputs?

  • A Limit training data diversity
  • B Apply post-processing filters
  • C Use larger datasets only
  • D Ignore training data sources
Explanation Post-processing filters can help mitigate biases after generation; the other options contribute to increasing bias or are ineffective.
Q160

Which service is best for building chatbots?

  • A Dialogflow
  • B Cloud Functions
  • C Compute Engine
  • D Cloud Run
Explanation Dialogflow specializes in natural language processing for chatbots, while others are more general compute solutions.