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
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Questions 361–370 of 489
What service provides a platform for training machine learning models in Google Cloud?
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A
AI Platform
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B
Cloud Functions
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C
App Engine
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D
Cloud Run
Explanation
AI Platform is designed for ML model training, while the others serve different purposes.
A company needs to analyze text sentiment in customer reviews. Which Google Cloud service should they use?
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A
Vision API
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B
Natural Language API
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C
Speech-to-Text
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D
Cloud Translation
Explanation
The Natural Language API specializes in sentiment analysis, while the others are for different functions.
You are configuring data encryption for a GCS bucket. What happens when you enable default encryption?
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A
Only existing files are encrypted
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B
All future files are encrypted
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C
Encryption can be disabled later
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D
Files must be uploaded to encrypt
Explanation
Enabling default encryption ensures all new files are encrypted, while previous ones remain unchanged.
Which service is designed for deploying and managing machine learning models on Google Cloud?
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A
AI Platform
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B
Cloud Functions
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C
Compute Engine
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D
Cloud Run
Explanation
AI Platform specializes in ML models, while others focus on different functionalities.
A company needs to process large volumes of streaming data in real-time. Which Google Cloud service should they use?
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A
Cloud Pub/Sub
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B
BigQuery
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C
Cloud Storage
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D
App Engine
Explanation
Cloud Pub/Sub is tailored for real-time messaging; others are not optimized for streaming.
What happens when you enable a firewall rule to allow all traffic on Google Cloud?
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A
Increased security risk
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B
Applications will fail
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C
All traffic is completely blocked
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D
No traffic is affected
Explanation
Allowing all traffic poses a security risk by exposing services, while others incorrectly imply restrictions or no effect.
Which service helps manage and optimize ML models?
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A
Vertex AI
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B
Cloud Spanner
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C
BigQuery
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D
Cloud Functions
Explanation
Vertex AI is designed for ML lifecycle management, while others serve different cloud functions.
A company needs to deploy AI solutions quickly. What should they use?
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A
Cloud Run
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B
App Engine
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C
Cloud Functions
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D
Compute Engine
Explanation
Cloud Functions enables rapid deployment of event-driven AI solutions, unlike the other options which require more setup.
What happens when you exceed your Cloud Storage bucket's data limit?
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A
Upload fails without warning
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B
Extra charges apply
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C
The bucket automatically deletes data
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D
You receive an email alert
Explanation
When exceeding limits, uploads fail without warning; others suggest actions that don't occur.
Which service is best for automating ML workflows?
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A
AI Platform Pipelines
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B
Dataflow
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C
BigQuery ML
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D
Cloud Storage
Explanation
AI Platform Pipelines automates ML workflows, while others serve different purposes.