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 461–470 of 498

Q461

A company needs to train a machine learning model on a large dataset stored in S3. Which service should they use for training the model efficiently?

  • A AWS Glue
  • B Amazon SageMaker
  • C Amazon EC2
  • D AWS Data Pipeline
Explanation Amazon SageMaker provides the tools for efficient model training using S3 data, unlike the other options.
Q462

What happens when a denial-of-service attack exceeds your AWS Network ACL limits?

  • A All traffic is automatically blocked.
  • B Traffic continues without disruptions.
  • C Higher latency may occur.
  • D Default rules will take effect.
Explanation Exceeding limits results in potential latencies, while other options misrepresent how AWS handles traffic.
Q463

Which service allows real-time event-driven architecture in AWS?

  • A AWS Lambda
  • B Amazon S3
  • C Amazon RDS
  • D AWS CloudFormation
Explanation AWS Lambda enables event-driven execution, while others do not provide real-time processing.
Q464

A company needs to securely store an API key. Which AWS service should they use?

  • A AWS Secrets Manager
  • B AWS S3
  • C AWS CloudTrail
  • D Amazon DynamoDB
Explanation AWS Secrets Manager is designed for securely managing secrets, unlike the other options.
Q465

What happens when an EC2 instance reaches its CPU credit limits?

  • A Performance degrades temporarily.
  • B Instance automatically shuts down.
  • C CPU usage resets immediately.
  • D Billing increases significantly.
Explanation When CPU credits run out, performance degrades but the instance does not shut down.
Q466

Which service would you use to deploy machine learning models at scale?

  • A Amazon SageMaker
  • B AWS Lambda
  • C Amazon EC2
  • D Amazon RDS
Explanation Amazon SageMaker is specifically designed for building, training, and deploying machine learning models, while other options serve different purposes.
Q467

A company needs their API endpoint to respond with low latency at all times. What AWS service should they use?

  • A Amazon CloudFront
  • B AWS Lambda
  • C Amazon EC2
  • D Amazon S3
Explanation Amazon CloudFront, as a CDN, caches content at edge locations, reducing latency, while other options are less efficient for this use case.
Q468

You are configuring access control for an S3 bucket. What happens if an explicit deny policy applies to a user?

  • A User access is granted
  • B User access is limited
  • C User access is denied
  • D Policy is ignored
Explanation An explicit deny in access control always takes precedence over allow policies, denying all access regardless of other permissions.
Q469

Which service allows you to run code without provisioning servers?

  • A AWS Lambda
  • B Amazon EC2
  • C Amazon S3
  • D AWS Batch
Explanation AWS Lambda is serverless, while others require server management.
Q470

A company needs to analyze large datasets with pre-built machine learning algorithms. Which service should they use?

  • A Amazon S3
  • B Amazon SageMaker
  • C AWS Glue
  • D AWS Lambda
Explanation Amazon SageMaker provides a complete machine learning platform, unlike the other options.