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.
Explanation
AWS Lambda is designed to run code in response to events, not for storage or monitoring.
Q272
A company needs to share a dataset securely across multiple AWS accounts. Which service should they use?
AAWS Glue
BAmazon S3 with bucket policies
CAWS Data Pipeline
DAmazon RDS
Explanation
Amazon S3 with bucket policies allows for secure data sharing across accounts, while the others are not designed for sharing.
Q273
You are configuring an EC2 instance within a VPC. What happens if you do not assign a public IP address?
AInstance remains accessible from anywhere
BInstance cannot connect to the internet
CInstance automatically gets a VPN
DInstance can connect via Elastic IP
Explanation
An EC2 instance without a public IP cannot connect to the internet unless connected to a specified method, like a NAT gateway.
Q274
Which service automatically scales resources for applications?
AAWS Auto Scaling
BAmazon S3
CAWS Lambda
DAmazon RDS
Explanation
AWS Auto Scaling adjusts resource allocation based on demand; the others do not automatically scale.
Q275
A company needs to ensure high availability for its application. What should they implement?
AAWS Regions
BElastic Load Balancing
CAWS IAM Roles
DS3 Cross-Region Replication
Explanation
Elastic Load Balancing distributes traffic effectively, while the others do not specify high availability directly.
Q276
What happens when you delete an Amazon S3 bucket?
AAll objects are deleted immediately
BBucket retains all configurations
CObjects are archived for recovery
DAccess to bucket is revoked
Explanation
All objects in the bucket are removed when the bucket is deleted; the other options describe inaccurate behaviors.
Q277
Which service allows you to deploy machine learning models in real time?
AAmazon SageMaker
BAWS Lambda
CAmazon S3
DAmazon EC2
Explanation
Amazon SageMaker is specifically designed for deploying ML models, while the others serve different purposes.
Q278
A company needs to secure access to their S3 buckets using identity policies. What should they implement?
AIAM Roles
BResource Policies
CS3 Block Public Access
DIAM Policies
Explanation
IAM Policies are used to manage user permissions to access AWS resources, including S3 buckets.
Q279
You are configuring a VPC with public and private subnets. What happens if an EC2 instance in the private subnet needs to access the internet?
AIt can access the internet directly.
BIt requires a NAT Gateway.
CIt needs an Internet Gateway.
DIt cannot access the internet.
Explanation
A NAT Gateway allows private subnet instances to access the internet, while the others do not provide the necessary access for private instances.
Q280
Which service automatically scales application workloads in AWS?
AAWS Auto Scaling
BAWS CloudFormation
CAWS CodeDeploy
DAWS IAM
Explanation
AWS Auto Scaling dynamically adjusts capacity based on demand; CloudFormation manages resources as code, CodeDeploy automates deployments, and IAM is for identity management.