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 391–400 of 498

Q391

Which service allows for scheduling jobs in AWS?

  • A AWS Batch
  • B AWS Data Pipeline
  • C AWS Lambda
  • D Amazon EventBridge
Explanation Amazon EventBridge is designed for scheduling jobs, while the others primarily handle different workloads or orchestration needs.
Q392

A company needs to analyze real-time streaming data from IoT devices. Which service is best suited for this?

  • A Amazon EC2
  • B Amazon Kinesis
  • C AWS Glue
  • D Amazon RDS
Explanation Amazon Kinesis is specifically designed for real-time data processing, unlike the other options that serve different purposes.
Q393

You are configuring an AI model for production. What should you ensure to prevent data leakage during training?

  • A Use larger training datasets
  • B Split the data into train/test sets
  • C Increase model complexity
  • D Train without any validation sets
Explanation Properly splitting data into train/test sets helps prevent data leakage and ensures model generalization, while the other options may exacerbate the issue.
Q394

Which AWS service would you use for automated code deployment?

  • A AWS CodeDeploy
  • B AWS Lambda
  • C AWS CloudFormation
  • D AWS S3
Explanation AWS CodeDeploy automates application deployment, whereas the others focus on different tasks.
Q395

A company needs to grant temporary access to AWS resources without assigning long-term security credentials. What should they use?

  • A IAM Roles
  • B IAM Users
  • C IAM Policies
  • D Service Control Policies
Explanation IAM Roles are designed for temporary access, while the others provide different functionalities.
Q396

You are configuring an EC2 instance timed to stop every night. Which approach is not straightforward?

  • A Using CloudWatch Events
  • B Writing an AWS Lambda function
  • C Setting an Auto Scaling Policy
  • D Utilizing AWS Systems Manager
Explanation Auto Scaling Policies manage instance quantity, not timing of actions, unlike the other options.
Q397

Which service helps manage infrastructure as code in AWS?

  • A AWS CloudFormation
  • B AWS Lambda
  • C AWS CodeCommit
  • D AWS Elastic Beanstalk
Explanation AWS CloudFormation automates resource management while others focus on deployment or storage.
Q398

You are configuring a multi-account structure using AWS Organizations. What must you do to grant a specific account permissions to manage AWS resources across all accounts?

  • A Enable service control policies
  • B Set up a resource share
  • C Create an IAM role in all accounts
  • D Implement single sign-on
Explanation Service control policies can restrict or allow permissions across accounts, while other options don't manage permissions at that level.
Q399

What happens when an EC2 instance is terminated?

  • A All disk data is permanently deleted
  • B Instance is stopped for future use
  • C It automatically reboots after termination
  • D Data on EBS volumes is retained
Explanation Terminated EC2 instances lose all data stored on instance store volumes, and other options are incorrect regarding termination results.
Q400

Which service is best for deploying a machine learning model in real-time on AWS?

  • A Amazon SageMaker
  • B AWS Lambda
  • C Amazon EC2
  • D Amazon S3
Explanation Amazon SageMaker is tailored for deploying ML models, while the others are more general-purpose services.