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 451–460 of 498

Q451

Which AWS service provides a managed Kubernetes environment?

  • A Amazon EKS
  • B Amazon ECS
  • C AWS Lambda
  • D AWS Fargate
Explanation Amazon EKS is specifically for Kubernetes; ECS and Fargate handle container orchestration differently.
Q452

A company needs to analyze log data in real-time. Which AWS service should they use?

  • A Amazon CloudWatch
  • B Amazon S3
  • C AWS Glue
  • D Amazon Kinesis
Explanation Amazon Kinesis is designed for real-time data processing; CloudWatch is mainly for monitoring metrics, not log analysis.
Q453

You are configuring an S3 bucket for static website hosting. What is a required step?

  • A Enable versioning on the bucket
  • B Set bucket policy for public access
  • C Use CloudFront for caching
  • D Implement encryption options
Explanation Public bucket access is required for static hosting; versioning, caching, and encryption are not mandatory for this usage.
Q454

Which service provides serverless machine learning capabilities?

  • A Amazon SageMaker
  • B EC2 Instances
  • C Lambda Functions
  • D RDS Database
Explanation Amazon SageMaker is designed for machine learning; the others do not specifically focus on it.
Q455

You are configuring S3 bucket policies. What effect does a Deny statement have?

  • A Overrides all Allow statements
  • B Has no effect on permissions
  • C Grants access to all users
  • D Limits access to specific roles
Explanation Deny statements override any Allow statements in policy evaluations.
Q456

A company needs to analyze large amounts of streaming data. Which AWS service should they use?

  • A Amazon S3
  • B Amazon Kinesis
  • C AWS Batch
  • D Amazon Redshift
Explanation Amazon Kinesis is designed for processing streaming data, while the others do not serve this specific purpose.
Q457

Which AWS service is primarily used for real-time data streaming?

  • A Amazon Kinesis
  • B Amazon RDS
  • C Amazon S3
  • D AWS Lambda
Explanation Amazon Kinesis is designed for real-time data streaming, while the others serve different purposes like storage or database management.
Q458

A company needs to train large ML models. Which service should they use to optimize costs?

  • A Amazon EC2 Spot Instances
  • B AWS Batch
  • C AWS Lambda
  • D Amazon S3
Explanation Using EC2 Spot Instances can significantly reduce costs for training large models due to lower pricing, unlike the others which are not primarily cost-saving for ML workloads.
Q459

What happens when an IAM user attempts to access an S3 bucket without permission?

  • A Access Denied error returned
  • B Access Granted with warnings
  • C Partial access provided
  • D Request logged only
Explanation An IAM user will receive an 'Access Denied' error, as permissions are required for access, while the others misrepresent the actual behavior of IAM policy enforcement.
Q460

Which AWS service optimizes online transaction processing by automatically managing throughput?

  • A Amazon Aurora
  • B Amazon DynamoDB
  • C Amazon RDS
  • D Amazon Redshift
Explanation DynamoDB is designed for high-throughput transactions, while others serve different database needs.