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 271–280 of 489

Q271

Which Google Cloud service is best for deploying serverless applications?

  • A Google Cloud Functions
  • B Google App Engine
  • C Google Kubernetes Engine
  • D Google Compute Engine
Explanation Google Cloud Functions is specifically designed for serverless applications, while others involve infrastructure management or orchestration.
Q272

A company needs to process real-time analytics from streaming data. Which approach should they use?

  • A Batch processing with Dataflow
  • B Cloud Pub/Sub with Dataflow
  • C Cloud Storage with BigQuery
  • D Firestore with App Engine
Explanation Cloud Pub/Sub combined with Dataflow provides real-time data streaming and processing capabilities, unlike batch or storage options.
Q273

What happens when you increase the number of replicas in a Cloud Run service?

  • A Improved response time primarily
  • B Higher deployment cost overall
  • C Greater availability during failures
  • D Decreased scaling speed
Explanation Increasing replicas enhances availability and load handling, while other options misunderstand the implications of replication.
Q274

Which service is specifically designed for machine learning model training in Google Cloud?

  • A AI Platform
  • B Cloud Functions
  • C Dataflow
  • D BigQuery
Explanation AI Platform is tailored for ML training; others serve different purposes.
Q275

A company needs real-time data analysis of streaming logs. Which service should they use?

  • A Cloud Run
  • B Dataflow
  • C Cloud Storage
  • D BigQuery
Explanation Dataflow supports real-time stream processing; others are not optimized for streaming.
Q276

What happens when using an untrained generative AI model for inference?

  • A Produces accurate predictions
  • B Generates random outputs
  • C Errors due to model mismatch
  • D Utilizes cloud resources inefficiently
Explanation An untrained model generates random outputs; accuracy requires training.
Q277

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

  • A Dataflow
  • B Cloud Storage
  • C BigQuery
  • D Cloud Spanner
Explanation Dataflow is designed for real-time processing, while others are optimized for storage and analysis.
Q278

A company needs to analyze customer sentiment from social media feeds using NLP. Which tool should they use?

  • A Vertex AI
  • B Google Cloud Functions
  • C Dataform
  • D Cloud Run
Explanation Vertex AI provides advanced NLP capabilities, while others are not specifically designed for this task.
Q279

What happens when you exceed your Google Cloud project quota?

  • A All services stop immediately
  • B You receive a warning email
  • C You must request an increase
  • D Your account is temporarily suspended
Explanation Exceeding a quota requires a manual request for increase; services may continue within limits.
Q280

Which service allows for automated machine learning model training?

  • A Cloud AutoML
  • B Cloud Run
  • C BigQuery ML
  • D Cloud Functions
Explanation Cloud AutoML is designed for automating model training; the others do not focus on this specific task.