AWS Certified Generative AI Developer – Professional
AIP-C01
The AWS Certified Generative AI Developer – Professional (AIP-C01) exam tests your ability to build and deploy generative AI applications on AWS. It is designed for developers specializing in AI technologies.
Which IAM policy allows users to launch EC2 instances but restricts them from using specific instance types?
AAllow all EC2 actions
BDeny specific instance types only
CAllow ec2:RunInstances except instance types
DAllow ec2:LaunchInstances for types
Explanation
The correct method is to allow 'ec2:RunInstances' but specify conditions to limit instance types, which 'C' reflects. The other options do not achieve the specified restriction correctly.
Q442
Which service provides a managed environment for deploying AI models?
AAmazon SageMaker
BAWS Lambda
CAmazon EC2
DAWS Batch
Explanation
Amazon SageMaker specifically offers tools for deploying AI models; the others are not designed primarily for AI model management.
Q443
A company needs to perform real-time sentiment analysis on customer feedback. Which AWS service should they use?
AAmazon S3
BAWS Glue
CAmazon Comprehend
DAmazon CloudWatch
Explanation
Amazon Comprehend is the service tailored for natural language processing tasks such as sentiment analysis; others do not provide this functionality.
Q444
What happens when you delete an Amazon S3 bucket that contains versioning enabled?
AAll versions are permanently deleted.
BOnly the latest version is deleted.
CThe bucket will remain but empty.
DThe bucket cannot be deleted.
Explanation
With versioning enabled, all versions are indeed deleted when the bucket is deleted; options B and C are incorrect interpretations of versioning behavior.
Q445
Which service would you use for real-time data streaming and analytics?
AAWS Lambda
BAmazon Kinesis
CAmazon SQS
DAmazon RDS
Explanation
Amazon Kinesis is specifically designed for real-time data processing, while the others serve different functions.
Q446
A company needs to ensure all IAM policies are least privilege. What should they do?
AGrant full access to all services
BUse instance profiles with broad permissions
CReview and restrict existing policies
DUse nested groups for user roles
Explanation
Reviewing and restricting policies aligns with least privilege best practices, unlike the other options.
Q447
What happens when you delete an S3 bucket with versioning enabled?
AAll versions are permanently removed.
BBucket is preserved with all versions.
COnly the latest version is removed.
DVersions become publicly accessible.
Explanation
Deleting a versioned bucket preserves the versions until explicitly deleted.
Q448
Which AWS service is best for developing machine learning models?
AAmazon SageMaker
BAWS CloudFormation
CAmazon S3
DAWS Lambda
Explanation
Amazon SageMaker is designed for machine learning development; the other options serve different purposes.
Q449
A company needs to deploy a serverless application. Which combination of services should they choose?
AAWS Lambda and API Gateway
BAmazon EC2 and RDS
CAWS Lightsail and DynamoDB
DAWS Batch and S3
Explanation
AWS Lambda with API Gateway is ideal for serverless; other combinations involve traditional or managed services.
Q450
You are configuring events for an Amazon S3 bucket. What happens when an object is stored?
AEvent is triggered immediately
BNo events are generated by default
CAll users receive a notification
DOnly bucket owner is notified
Explanation
Events can be configured to trigger on object creation, whereas others are incorrect interpretations of event notifications.