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 411–420 of 498

Q411

What happens when a Lambda function's timeout exceeds the configured limit?

  • A Function execution stops immediately
  • B Execution continues until it finishes
  • C Execution is paused and resumed
  • D An error message is logged
Explanation When a Lambda function exceeds its timeout limit, execution is terminated immediately, not allowing it to finish or resume later.
Q412

Which service allows you to manage AWS credentials?

  • A IAM (Identity and Access Management)
  • B CloudTrail for auditing
  • C AWS Shield for security
  • D S3 for object storage
Explanation IAM is specifically designed for managing AWS credentials; the others serve different functions.
Q413

A company needs to analyze streaming data from IoT devices in real-time. Which AWS service should they use?

  • A Amazon S3
  • B Amazon Kinesis
  • C Amazon RDS
  • D AWS Batch
Explanation Amazon Kinesis is best for real-time data streaming; the other options are not optimized for this purpose.
Q414

You are configuring an Amazon SageMaker endpoint. What happens when you set the minimum variant count to zero?

  • A No inference requests can be processed.
  • B Endpoints will cost less.
  • C Models do not get deployed.
  • D Auto-scaling is disabled.
Explanation Setting the minimum variant count to zero means no requests are handled, while the other options do not directly reflect this setting's impact.
Q415

Which service allows you to build chatbots using natural language processing?

  • A Amazon Lex
  • B Amazon Polly
  • C Amazon Connect
  • D Amazon Comprehend
Explanation Amazon Lex is designed specifically for building chatbots, while the others serve different purposes such as text-to-speech or contact center solutions.
Q416

You are configuring an S3 bucket for public access. What should you ensure is NOT enabled?

  • A Bucket Policy
  • B Public Access Block Settings
  • C Object-level Permissions
  • D Versioning
Explanation If you want public access, Public Access Block Settings should be disabled; the other options can regulate permissions further but do not block public access directly.
Q417

A company's machine learning model has hit a plateau in performance. Which technique is best for improvement?

  • A Data Augmentation
  • B Change to Batch Processing
  • C Increase Learning Rate
  • D Reduce Model Complexity
Explanation Data augmentation can significantly enrich the training dataset, thus improving model performance; the other options may not effectively address the issue or could hinder it.
Q418

Which service can automatically scale applications based on demand?

  • A AWS Lambda
  • B Amazon EC2 Auto Scaling
  • C Amazon S3
  • D AWS Snowball
Explanation Amazon EC2 Auto Scaling can adjust capacity automatically, while AWS Lambda is event-driven, S3 stores data, and Snowball handles data transfer.
Q419

A company needs to securely manage permissions for its AWS users. Which is the best solution?

  • A AWS IAM
  • B AWS Config
  • C AWS CloudTrail
  • D Amazon GuardDuty
Explanation AWS IAM provides tools for managing user permissions, while the others are for compliance, logging, and threat detection respectively.
Q420

You are configuring a newly created Amazon SageMaker model. What happens if you set endpoint autoscaling too high?

  • A Cost may increase significantly
  • B Model performance may degrade
  • C Instances will stop responding
  • D Data will be deleted
Explanation Setting autoscaling too high can lead to unnecessary costs, while performance won't inherently degrade, instances won't stop, and no data will be deleted.