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.
A company needs to automatically scale its application based on demand. Which AWS service should they use?
AAmazon CloudWatch
BAWS Auto Scaling
CAWS Lambda
DAWS Elastic Beanstalk
Explanation
AWS Auto Scaling allows dynamic resource scaling, while the others do not directly provide this functionality.
Q402
What happens when an IAM user’s permissions are modified to remove access to an S3 bucket?
AImmediate deletion of user files
BUser retains access until next login
CUser can still access via another role
DAccess is revoked immediately
Explanation
Access is revoked immediately as IAM policies are enforced in real-time, unlike other options which are incorrect sequentially.
Q403
Which service provides serverless machine learning model deployment?
ASageMaker
BEC2
CLambda
DECS
Explanation
SageMaker is specifically designed for deploying ML models, while EC2 and ECS are general compute services, and Lambda handles short-lived functions.
Q404
A company needs to host a static website with low latency globally. Which AWS service should they use?
AS3 with CloudFront
BEC2 with Route 53
CRDS with CloudFront
DS3 with Elastic Load Balancer
Explanation
S3 with CloudFront provides both storage and global low-latency access, while the other options mix unrelated services.
Q405
What happens when you exceed the provisioned throughput on a DynamoDB table?
ARequests are throttled
BAdditional capacity is automatically provisioned
CData is lost
DPerformance improves
Explanation
Requests exceeding throughput are throttled, whereas other options suggest non-existent behaviors.
Q406
Which AWS service is used for managing API throttling and usage rates?
AAPI Gateway
BCloudFront
CLambda
DRoute 53
Explanation
API Gateway provides built-in features for throttling and usage plans, while others do not focus on API management.
Q407
You are configuring an AWS Lambda function with an S3 trigger. What occurs when an object is uploaded to the specified S3 bucket?
AThe function starts after a minute
BThe function executes immediately
CThe function queues the object
DThe function is disabled
Explanation
The S3 bucket's event triggers the Lambda function execution immediately upon upload, the other options incorrectly imply delay or inactivation.
Q408
A company needs to ensure secure IAM roles based on time. What option should they implement?
AStatic access keys
BMFA delete
CTemporary credentials
DRole hierarchy
Explanation
Temporary credentials grant access for limited time frames, while static keys and other options lack time-based security features.
Q409
Which service enables machine learning model deployment on AWS?
AAmazon SageMaker
BAWS Glue
CAWS Data Pipeline
DAmazon RDS
Explanation
Amazon SageMaker is designed specifically for building, training, and deploying ML models, unlike the other services which focus on data processing or database management.
Q410
You are configuring IAM policies for a web application. Which principle should you prioritize for least privilege?
AGrant full access to users
BUse managed policies only
CAllow permissions to everyone
DLimit access to specific actions
Explanation
Restricting access to specific actions ensures users can only do what is necessary, aligning with least privilege principles.