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 371–380 of 498

Q371

A company needs to analyze large datasets in real-time. Which service should they choose?

  • A Amazon RDS
  • B Amazon Redshift
  • C AWS Glue
  • D Amazon Kinesis
Explanation Amazon Kinesis is designed for real-time data processing; the others are better for batch or long-term storage and analysis.
Q372

You are configuring a Lambda function. What happens when it exceeds the timeout setting during execution?

  • A Function completes successfully
  • B Function is invoked again
  • C Function fails with timeout error
  • D Function continues running indefinitely
Explanation Functions that exceed the timeout limit are terminated and return a timeout error; others misrepresent the outcome of the function execution.
Q373

Which service provides a fully managed data lake solution?

  • A Amazon S3
  • B Amazon RDS
  • C AWS Glue
  • D Amazon DynamoDB
Explanation Amazon S3 is designed for scalable storage, suitable for data lakes, while RDS, Glue, and DynamoDB serve different purposes.
Q374

A company needs to deploy a machine learning model in real-time. Which service should they choose?

  • A Amazon SageMaker
  • B AWS Lambda
  • C Amazon EC2
  • D Amazon S3
Explanation Amazon SageMaker provides tools for deploying machine learning models, unlike Lambda or EC2 which aren't primarily ML-focused, and S3 is for storage.
Q375

You are configuring IAM policies for an application. What happens if two policies contradict each other?

  • A Allow access is prioritized
  • B Deny access is prioritized
  • C Access is granted by default
  • D All requests are denied
Explanation Deny rules always take precedence over allow rules in IAM, contrary to options A and C, and not all requests are universally denied like in D.
Q376

Which AWS service offers a serverless architecture for deploying machine learning models?

  • A AWS Lambda
  • B Amazon EC2
  • C Amazon ECS
  • D Amazon RDS
Explanation AWS Lambda allows serverless deployment of models while EC2, ECS, and RDS require managing servers.
Q377

A company needs an AI-powered transcription service that can process audio files. Which AWS service should they choose?

  • A Amazon Comprehend
  • B Amazon Transcribe
  • C Amazon Polly
  • D AWS Glue
Explanation Amazon Transcribe specializes in converting speech to text, unlike the others.
Q378

You are configuring an Amazon SageMaker endpoint for online inference. What happens if the model fails to load in the required time?

  • A Endpoint returns a 'Model Not Found' error
  • B AWS terminates the instance running the model
  • C It retries the loading by default
  • D You receive a timeout error
Explanation A timeout error occurs when the model fails to load in time, while the others do not accurately describe the behavior.
Q379

Which service enables developers to train machine learning models with little data?

  • A Amazon SageMaker JumpStart
  • B AWS Lambda
  • C Amazon RDS
  • D AWS Glue
Explanation Amazon SageMaker JumpStart offers pre-built solutions for rapid ML model training with minimal data.
Q380

A company needs to automate monitoring for API usage in AWS. Which service should they use?

  • A AWS CloudTrail
  • B Amazon CloudWatch
  • C AWS Config
  • D AWS X-Ray
Explanation Amazon CloudWatch provides automated monitoring and alerts for API usage, while the others serve different purposes.