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 181–190 of 498

Q181

Which service is primarily used for training machine learning models on AWS?

  • A Amazon SageMaker
  • B Amazon S3
  • C AWS Lambda
  • D Amazon EC2
Explanation Amazon SageMaker is designed for machine learning, while the others serve different purposes.
Q182

A company needs a highly available application with automatic scaling based on demand. Which AWS service is best suited for this?

  • A Amazon S3
  • B AWS Lambda
  • C Amazon RDS
  • D Amazon EC2 Instances
Explanation AWS Lambda provides automatic scaling and high availability, whereas the others do not scale automatically based on demand.
Q183

What happens when you set an IAM policy to 'Deny' access to a resource?

  • A Access is assumed allowed
  • B Access is denied regardless of other policies
  • C Access is limited to specific users
  • D Access can be overridden by allow policies
Explanation A 'Deny' policy takes precedence and denies access irrespective of other policies, while the others are inaccurate based on IAM policy evaluation rules.
Q184

Which service allows for scalable machine learning model deployment?

  • A Amazon SageMaker
  • B Amazon RDS
  • C AWS Lambda
  • D AWS CloudFormation
Explanation Amazon SageMaker is designed for building and deploying ML models, while RDS manages databases, Lambda runs code, and CloudFormation handles infrastructure as code.
Q185

A company needs to securely share data across multiple AWS accounts. Which service should they use?

  • A AWS Organizations
  • B Amazon S3 bucket policies
  • C AWS Identity and Access Management
  • D AWS Snowball
Explanation Amazon S3 bucket policies can provide fine-grained access controls for multiple accounts, whereas Organizations manages accounts, IAM provides user access, and Snowball is for data transfer.
Q186

What happens when an AWS Lambda function exceeds its timeout limit?

  • A Function execution is paused
  • B Function execution is terminated
  • C More resources are allocated
  • D Error is logged but not reported
Explanation When the timeout limit is exceeded, the Lambda function is terminated immediately; it does not pause, additional resources aren't allocated, and errors may be reported depending on the setup.
Q187

Which service provides serverless storage for machine learning models?

  • A Amazon S3
  • B Amazon RDS
  • C AWS Lambda
  • D Amazon EC2
Explanation Amazon S3 is optimized for storing machine learning models, while the others serve different purposes.
Q188

A company needs to deploy a chatbot using Amazon Lex and manage its interaction history. What integration is required?

  • A Amazon DynamoDB
  • B Amazon Quantum Ledger DB
  • C Amazon RDS
  • D Amazon S3
Explanation Amazon DynamoDB is best for managing interaction history due to its fast retrieval and scalability.
Q189

You are configuring AWS IAM for an application. What happens if you remove an IAM user's permissions?

  • A User can still access resources
  • B User is automatically deleted
  • C User loses all access immediately
  • D User gains additional permissions
Explanation Removing permissions leads to an immediate loss of access to the specified resources for that user.
Q190

Which service helps automate machine learning workflow with minimal code?

  • A AWS SageMaker
  • B Amazon RDS
  • C AWS Lambda
  • D AWS CodeDeploy
Explanation AWS SageMaker provides tools for automating ML, while the others focus on different functionalities.