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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
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Questions 411–420 of 489

Q411

You are configuring a machine learning model training in Google Cloud. What happens when you set a lower learning rate?

  • A Faster convergence to optimal solution
  • B Model may underfit data
  • C Higher chance of overshooting minima
  • D Increased training time
Explanation A lower learning rate typically increases training time, as the model updates more gradually; the other options describe effects not associated with lower rates.
Q412

Which service should you use for visualizing data?

  • A BigQuery
  • B Data Studio
  • C Cloud Pub/Sub
  • D Cloud Functions
Explanation Data Studio is designed specifically for data visualization, while the others serve different purposes.
Q413

A company needs to register their domain with Google Cloud. Which service should they use?

  • A Cloud DNS
  • B Google Domains
  • C App Engine
  • D Cloud Storage
Explanation Google Domains is the correct service for domain registration, while Cloud DNS is for DNS management.
Q414

You are configuring machine types for your VM instance. What happens when you select a custom machine type?

  • A You can only use predefined types.
  • B You can set any number of vCPUs.
  • C You are restricted to standard configurations.
  • D You can choose vCPUs and memory.
Explanation Selecting a custom machine type allows configuration of both vCPUs and memory size based on requirements.
Q415

Which service is designed for building conversational interfaces?

  • A Dialogflow
  • B BigQuery
  • C Cloud Spanner
  • D Compute Engine
Explanation Dialogflow specifically focuses on natural language understanding, while the other services serve different purposes.
Q416

A company needs to analyze large datasets efficiently. Which Google Cloud service should they use?

  • A Cloud Functions
  • B Cloud Pub/Sub
  • C BigQuery
  • D Cloud Storage
Explanation BigQuery is optimized for large dataset analysis, unlike the other choices.
Q417

You are configuring an AutoML model. What happens if your dataset is too small?

  • A Model accuracy improves
  • B Model fails to train
  • C Model overfits easily
  • D Model is faster to train
Explanation A small dataset can lead to overfitting, making the model unreliable on new data, unlike training failures or improvements.
Q418

Which service is best for deploying machine learning models?

  • A AI Platform
  • B Cloud Functions
  • C BigQuery ML
  • D Firestore
Explanation AI Platform is designed for ML model deployment, while others serve different purposes.
Q419

A company needs to automatically scale its applications based on traffic changes. What should they implement?

  • A Static Load Balancer
  • B Auto Scaling Groups
  • C Cloud Functions
  • D Cloud Storage
Explanation Auto Scaling Groups adjust resources based on demand, while others do not provide this functionality.
Q420

What happens when you set an IAM role binding at the organization level?

  • A Applies to all projects
  • B Only to selected users
  • C Overrides project roles
  • D Only applies to storage buckets
Explanation Organization-level bindings affect all projects within that organization; others misrepresent how IAM roles function.