A company needs to integrate machine learning into their application. Which Google Cloud service should they use to manage models and predictions?
ACloud AutoML
BBigQuery ML
CAI Platform
DDataflow
Explanation
AI Platform is specifically designed for managing ML models and predictions, unlike others.
Q222
You are configuring IAM roles for a project. What happens if you assign a role that grants 'viewer' access to a user?
AUser can modify resources.
BUser can delete resources.
CUser can only read resources.
DUser gains admin privileges.
Explanation
'Viewer' role allows only read access; it does not grant modification or deletion permissions.
Q223
Which service is best for deploying generative AI models?
AVertex AI
BCloud Functions
CCloud Storage
DCloud Run
Explanation
Vertex AI is optimized for AI models, while others serve different purposes.
Q224
A company needs to analyze real-time streaming data. Which tool should it use?
ABigQuery
BPub/Sub
CDataflow
DCloud SQL
Explanation
Dataflow is specifically designed for real-time data processing.
Q225
What happens when a service account’s private key is exposed?
ANo impact occurs.
BImmediate key revocation.
CUnauthorized access potential.
DDefault permissions are reset.
Explanation
Exposing a private key can allow unauthorized access to resources.
Q226
Which Google Cloud service automates the machine learning model training process?
AAI Platform
BCloud Functions
CBigQuery ML
DDataflow
Explanation
AI Platform offers model training automation, unlike the others.
Q227
A company needs to securely share a dataset with external partners without giving access to their entire project. Which Google Cloud feature should they use?
AService Accounts
BIAM Roles
CVPC Peering
DCloud Resource Manager
Explanation
IAM Roles allow fine-grained access control, while the others do not.
Q228
What happens when you delete a versioned object in Google Cloud Storage?
AAll versions deleted permanently
BOnly the latest version deleted
CPrevious versions remain available
DObject quota resets
Explanation
Previous versions remain accessible; they are not permanently deleted.
Q229
Which service is primarily used for managing machine learning models in Google Cloud?
AVertex AI
BBigQuery
CCloud Functions
DDataflow
Explanation
Vertex AI is designed for ML model management, whereas others serve different purposes.
Q230
A company needs to secure its API keys in Google Cloud. Which service should it use?
ASecret Manager
BCloud Storage
CFirestore
DStackdriver
Explanation
Secret Manager securely stores sensitive information, while others do not specifically address security for secrets.