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 431–440 of 498

Q431

A company needs to provide fine-grained access control to various AWS resources for different users. Which service should they use?

  • A AWS IAM
  • B AWS Config
  • C AWS CloudTrail
  • D Amazon GuardDuty
Explanation AWS IAM facilitates fine-grained permissions; other options do not manage user access directly.
Q432

You are configuring a machine learning model in SageMaker. What happens when you set a higher epoch count during training?

  • A Underfitting occurs
  • B Overfitting risk increases
  • C Training duration decreases
  • D Model accuracy decreases
Explanation Higher epochs can lead to overfitting; others misinterpret the effects of training parameters.
Q433

A company needs to store processed data that's accessed infrequently. Which service is most cost-effective for such storage?

  • A Amazon S3 Glacier
  • B Amazon RDS
  • C Amazon EFS
  • D Amazon S3 Standard
Explanation Amazon S3 Glacier is designed for infrequent access and offers lower costs for long-term storage, unlike RDS, EFS, and S3 Standard.
Q434

What happens when a user defines a security group with restrictions for inbound traffic in EC2?

  • A Requests will be allowed.
  • B Requests will be denied.
  • C Requests will time out.
  • D Requests will get redirected.
Explanation If a security group has inbound rules restricting traffic, all other requests that don't meet those rules will be denied by default.
Q435

You are configuring an AWS Lambda function triggered by an S3 event. What must be ensured regarding permissions?

  • A Lambda must have Amazon EC2 access.
  • B S3 must have Lambda access.
  • C Lambda must be public.
  • D S3 needs permission to invoke Lambda.
Explanation For the S3 event to trigger the Lambda function, S3 must be granted permission to invoke the Lambda.
Q436

Which service allows you to build and train machine learning models easily?

  • A Amazon SageMaker
  • B Amazon CloudFront
  • C AWS Lambda
  • D Amazon RDS
Explanation Amazon SageMaker is specifically designed for ML tasks; the others serve different purposes.
Q437

A company needs to automatically scale its application based on the incoming traffic. Which AWS service should they use?

  • A Amazon EC2 Auto Scaling
  • B AWS Elastic Beanstalk
  • C AWS CloudFormation
  • D Amazon CloudWatch
Explanation Amazon EC2 Auto Scaling adjusts instances based on traffic; the others do not handle scaling directly.
Q438

What happens when you enable AWS Config on your account?

  • A It monitors AWS service changes.
  • B It automatically migrates resources.
  • C It deletes unused resources automatically.
  • D It installs security patches.
Explanation AWS Config tracks configurations of AWS resources; the other options describe different functionalities.
Q439

You are using AWS Lambda to run a serverless application. What is the maximum execution timeout for a single Lambda function invocation?

  • A 3 seconds
  • B 15 minutes
  • C 1 hour
  • D 24 hours
Explanation Lambda functions can run for a maximum of 15 minutes, making 'B' correct. The other options are either too short or too long for AWS Lambda limits.
Q440

A company needs to store large amounts of unstructured data. Which AWS service is most suited for this purpose?

  • A Amazon RDS
  • B Amazon S3
  • C Amazon DynamoDB
  • D Amazon EFS
Explanation Amazon S3 is designed for storing unstructured data, making 'B' correct. The other options are better suited for structured data or specific use cases.