Amazon AWS

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.

498 questions 0 views Free
Start Mock Test Timed · Full-length · Scored

Questions 141–150 of 498

Q141

What happens when a Kinesis stream exceeds its shard limit?

  • A Data is automatically deleted
  • B New data cannot be processed
  • C The stream is deleted
  • D Data is throttled and retained
Explanation When a Kinesis stream exceeds its shard limit, it cannot accept new data without increasing shard count, while other options do not accurately describe the behavior.
Q142

Which service automatically scales applications based on demand?

  • A Amazon Elastic Beanstalk
  • B AWS Lambda
  • C Amazon EC2 Autoscaling
  • D Amazon S3
Explanation Amazon EC2 Autoscaling adjusts instances based on load, while others do not inherently auto-scale.
Q143

A company needs to analyze data in real time from streaming services. Which service should they use?

  • A AWS Glue
  • B Amazon Kinesis
  • C Amazon Athena
  • D AWS Batch
Explanation Amazon Kinesis is specifically designed for real-time data processing, unlike the other services which cater to different needs.
Q144

You are configuring a VPC with private and public subnets. What is the primary function of a NAT gateway?

  • A Allows outside traffic to access EC2
  • B Enables outbound internet access
  • C Manages inter-instance traffic
  • D Secures VPC from all external access
Explanation A NAT gateway specifically allows outbound internet access for resources in private subnets, contrasting with the other functions described.
Q145

Which service provides automatic machine learning model training?

  • A Amazon SageMaker
  • B AWS Lambda
  • C Amazon EC2
  • D Amazon RDS
Explanation Amazon SageMaker enables automated machine learning model training, while the others are not focused on model training.
Q146

A company needs to securely share files between multiple departments. Which service should they use?

  • A Amazon S3
  • B AWS CloudFormation
  • C Amazon EC2
  • D AWS IAM
Explanation Amazon S3 is designed for secure file sharing, unlike the other options which serve different purposes.
Q147

What happens when you attempt to delete an Amazon RDS snapshot that is shared with you?

  • A You can delete it.
  • B Only the owner can delete it.
  • C It is permanently deleted.
  • D Snapshot becomes private.
Explanation Only the owner of a shared RDS snapshot can delete it; shared permissions do not extend to delete operations.
Q148

Which AWS service provides serverless computing capabilities?

  • A AWS Lambda
  • B Amazon EC2
  • C Amazon ECS
  • D AWS Batch
Explanation AWS Lambda allows running code without server provisioning, unlike others that require managing servers.
Q149

A company needs to manage API access among multiple departments securely. Which service provides fine-grained access control for APIs?

  • A AWS API Gateway
  • B IAM Roles
  • C AWS WAF
  • D Cognito User Pools
Explanation AWS API Gateway integrates with IAM for fine-grained access control, while others don't focus specifically on API management.
Q150

You are configuring a SageMaker model endpoint. What happens if you over-provision the instance type for the endpoint?

  • A Increased cost without performance benefit
  • B Improved model accuracy
  • C Reduced latency on predictions
  • D Automatic scaling to match requirements
Explanation Over-provisioning leads to higher costs without necessarily improving performance, unlike the benefits in other options.