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 341–350 of 498

Q341

A company needs to deploy a model that can handle real-time inferences from users using AWS. Which architecture is best?

  • A AWS Lambda with Amazon S3
  • B Amazon EC2 with Amazon SageMaker
  • C Amazon SageMaker with Amazon API Gateway
  • D AWS Step Functions with S3
Explanation Amazon SageMaker with API Gateway allows for optimal and scalable real-time model deployment, unlike the other options.
Q342

What happens when a model is retrained with outdated training data?

  • A Increased model accuracy
  • B Model performance degradation
  • C Immediate service termination
  • D Enhanced data insights
Explanation Using outdated data can lead to a model that fails to generalize well, thus degrading performance.
Q343

Which AWS service allows real-time data processing and analytics?

  • A Amazon Kinesis
  • B Amazon S3
  • C AWS Lambda
  • D Amazon RDS
Explanation Amazon Kinesis is designed for real-time data processing, while the others serve different purposes.
Q344

You are configuring an EC2 instance with an IAM role. What is the main benefit of using an IAM role instead of embedding access keys?

  • A Improved instance performance
  • B Automatic credential rotation
  • C Easier instance scaling
  • D Enhanced logging capabilities
Explanation IAM roles provide automatic credential rotation, unlike static access keys.
Q345

A company needs to migrate a large amount of cold data to a cost-effective storage solution. Which service should they use?

  • A Amazon EBS
  • B Amazon Glacier
  • C Amazon RDS
  • D Amazon EC2
Explanation Amazon Glacier is specifically designed for cost-effective long-term data storage, unlike other options.
Q346

You are designing a Generative AI model. Which AWS service would best facilitate training and deployment?

  • A Amazon SageMaker
  • B AWS Lambda
  • C Amazon Lightsail
  • D AWS Elastic Beanstalk
Explanation Amazon SageMaker is specifically designed for ML model training and deployment, while the others serve different functions in AWS.
Q347

A company needs to conduct real-time analysis of streaming data from various sources. Which service is the most appropriate for this use case?

  • A Amazon Kinesis
  • B Amazon DynamoDB
  • C AWS SQS
  • D Amazon RDS
Explanation Amazon Kinesis is designed for real-time data streaming, unlike the others which serve storage or FIFO queue purposes.
Q348

What happens when an IAM user is deleted in AWS?

  • A All permissions are retained.
  • B User’s access keys are invalidated.
  • C User's resources are deleted.
  • D User can access resources later.
Explanation Deleting an IAM user results in the immediate invalidation of their access keys, while other options are not applicable actions when a user is deleted.
Q349

A data scientist wants to deploy a machine learning model. Which AWS service is ideal for managing ML workflows?

  • A Amazon SageMaker
  • B AWS Glue
  • C Amazon EMR
  • D AWS Lambda
Explanation Amazon SageMaker is specifically designed for ML workflows, unlike the others.
Q350

You are configuring an Amazon Lex bot for customer service. What should you use to enhance the bot's natural language understanding?

  • A CloudFront
  • B AWS Comprehend
  • C Amazon Polly
  • D AWS Lambda
Explanation AWS Comprehend improves natural language understanding, while the others serve different purposes.