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 81–90 of 498

Q81

What happens when an AWS Lambda function runs out of memory?

  • A Function returns an error
  • B Function terminates unexpectedly
  • C Function automatically retries
  • D Function continues with reduced performance
Explanation When a Lambda function exceeds its memory limits, it terminates unexpectedly, unlike the other options that imply different handling of the situation.
Q82

Which service allows you to train machine learning models using a graphical interface?

  • A SageMaker
  • B Lambda
  • C Neptune
  • D Step Functions
Explanation SageMaker provides a user-friendly interface for ML model training, unlike the other options.
Q83

A company needs to run an AI model without managing the underlying infrastructure. Which service should they use?

  • A EC2
  • B SageMaker Endpoint
  • C CloudFormation
  • D Elastic Beanstalk
Explanation SageMaker Endpoints provide scalable AI model deployment without infrastructure management.
Q84

What happens when you set an IAM policy with Deny permissions in AWS?

  • A Access is allowed
  • B Access is denied
  • C It requires explicit allow
  • D Permissions are ignored
Explanation Deny permissions take precedence over allow permissions in IAM policies.
Q85

Which AWS service is best for creating a machine learning model with pre-built algorithms?

  • A AWS SageMaker
  • B AWS EMR
  • C AWS Glue
  • D AWS Lambda
Explanation AWS SageMaker specifically provides tools for building, training, and deploying machine learning models, while others serve different purposes.
Q86

A company needs to secure their S3 bucket with an IAM policy that allows only specific users to access it. What should they do?

  • A Set a bucket policy only
  • B Use an IAM role with conditions
  • C Attach an ACL to the bucket
  • D Grant public access to resources
Explanation Using an IAM role with conditions grants precise access control, whereas other options either provide less control or are insecure.
Q87

You are configuring an Amazon Aurora database for a web application. What happens when you enable Storage Auto Scaling?

  • A Automatically scales compute resources
  • B Increases storage on-demand
  • C Improves network throughput
  • D Replicates data across regions
Explanation Storage Auto Scaling automatically increases storage as needed, while other options describe unrelated database functionalities.
Q88

Which AWS service helps in fine-tuning ML models?

  • A Amazon SageMaker
  • B Amazon RDS
  • C AWS Data Pipeline
  • D Amazon S3
Explanation Amazon SageMaker is specifically designed for ML model training and fine-tuning.
Q89

A company needs to secure access for its API. What is the best approach using AWS?

  • A Use Lambda authorizer
  • B Implement API Gateway throttling
  • C Deploy a CloudFront distribution
  • D Enable S3 bucket policies
Explanation Using a Lambda authorizer allows custom authentication for API access.
Q90

You are configuring an ECS task definition. What happens if the Task Role is missing?

  • A IAM permissions are granted by default
  • B Tasks cannot access AWS resources
  • C Tasks will fail immediately
  • D ECS assumes the task will have permission
Explanation Without the Task Role, ECS tasks will not have the necessary permissions to access resources.