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 231–240 of 498

Q231

A company needs to analyze large datasets regularly. Which AWS service is most suitable for this use case?

  • A Amazon RDS
  • B Amazon Athena
  • C AWS AppSync
  • D Amazon SageMaker
Explanation Amazon Athena allows for SQL queries on S3 data, while RDS is for relational databases, AppSync is for real-time APIs, and SageMaker is for ML.
Q232

Which AWS service allows secure, scalable PKI management?

  • A AWS Certificate Manager
  • B AWS Shield
  • C AWS WAF
  • D AWS CloudTrail
Explanation AWS Certificate Manager enables secure PKI management; others do not deal with certificates directly.
Q233

A company needs to analyze large scale social media data in real-time. Which AWS service should they use?

  • A AWS Lambda
  • B Amazon Kinesis
  • C Amazon RDS
  • D Amazon EC2
Explanation Amazon Kinesis is specifically designed for real-time data processing; RDS and EC2 are not optimized for real-time analytics.
Q234

You are configuring an S3 bucket for storing analysis results. What happens when you set the bucket policy to restrict access to just your AWS account?

  • A Public access is enabled for all
  • B Only your account can access
  • C It causes a naming conflict
  • D Cross-account access is allowed
Explanation Restricting access to your AWS account ensures that only your resources can interact with the bucket; public access is denied and cross-account isn't allowed.
Q235

Which AWS service is best for deploying machine learning models?

  • A Amazon SageMaker
  • B AWS Lambda
  • C Amazon EC2
  • D AWS Glue
Explanation Amazon SageMaker is specifically designed for deploying machine learning models, unlike the others which serve different purposes.
Q236

A company needs to enforce fine-grained access to resources across multiple AWS accounts. Which feature would they use?

  • A AWS Organizations
  • B IAM Roles
  • C Resource Policies
  • D Security Groups
Explanation AWS Organizations allow for managing multiple accounts and enforcing policies centrally, which is best for fine-grained access control across accounts.
Q237

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

  • A It automatically increases memory size
  • B It fails with an OutOfMemory error
  • C It recovers and continues to run
  • D It sends an alert to SNS
Explanation When a Lambda function exceeds its allocated memory, it fails with an OutOfMemory error rather than automatically recovering or resizing.
Q238

Which service automates machine learning model tuning?

  • A Amazon SageMaker
  • B Amazon EC2
  • C AWS Lambda
  • D Amazon RDS
Explanation Amazon SageMaker provides tuning capabilities, while the others serve different purposes like computing or database services.
Q239

A company needs to deploy an AI model quickly and efficiently. Which AWS service is best suited for serving this model at scale?

  • A Amazon S3
  • B AWS Glue
  • C Amazon ECS
  • D AWS Lambda
Explanation Amazon ECS is designed for container orchestration for AI models, whereas others are not optimized for this purpose.
Q240

You are configuring a secure AI application using IAM roles. What happens if you attach multiple roles to a single Lambda function?

  • A Only the first role is applied
  • B All roles are merged
  • C Last role overrides others
  • D Multiple roles cannot be assigned
Explanation AWS Lambda does not allow multiple roles per function; it allows only one.