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 211–220 of 498

Q211

Which Amazon service enables real-time data streaming?

  • A Amazon Kinesis
  • B AWS Batch
  • C Amazon S3
  • D AWS Lambda
Explanation Amazon Kinesis is specifically designed for real-time data streaming, while others serve different roles.
Q212

A company needs to securely store and manage SSH keys. Which service should they use?

  • A AWS Secrets Manager
  • B AWS CloudFormation
  • C Amazon RDS
  • D AWS CodeCommit
Explanation AWS Secrets Manager provides secure storage for sensitive information like SSH keys, while the others do not focus on secret management.
Q213

You are configuring a cloud-based machine learning model. What should you consider regarding data training?

  • A Training on a small dataset
  • B Avoiding data cleansing
  • C Using diverse and relevant data
  • D Ignoring feature selection
Explanation Using diverse and relevant data is crucial to build an effective machine learning model, unlike the other options which hinder performance.
Q214

Which service can be used to automate ML model deployments?

  • A Amazon SageMaker
  • B AWS Lambda
  • C Amazon EC2
  • D Amazon RDS
Explanation Amazon SageMaker specifically provides tools for deploying ML models, whereas the other options serve different purposes.
Q215

A company needs to ensure data is backed up every minute. Which service is best suited?

  • A Amazon S3
  • B AWS Backup
  • C Amazon RDS snapshots
  • D Amazon EFS replication
Explanation AWS Backup can handle database backups at precise intervals, while the others do not provide such frequent backup options.
Q216

You are configuring an IAM role for an application running on EC2. What is the purpose of using an IAM role instead of embedding AWS credentials?

  • A Simplifies permission management
  • B Roles are cheaper than credentials
  • C More secure than using static keys
  • D Allows for faster API calls
Explanation Using IAM roles is more secure as they provide temporary credentials, unlike static keys that can be compromised.
Q217

Which service is best for serverless applications?

  • A AWS Lambda
  • B Amazon EC2
  • C Amazon RDS
  • D AWS Elastic Beanstalk
Explanation AWS Lambda is specifically designed for serverless execution, while the others require managing servers and instances.
Q218

A company needs to quickly analyze large amounts of log data. Which AWS service should they use?

  • A Amazon S3
  • B Amazon Redshift
  • C Amazon EMR
  • D Amazon Athena
Explanation Amazon Athena allows for quick SQL queries on S3 data, while the others require more complex setups or pre-processing.
Q219

What happens when you terminate an Amazon EC2 instance?

  • A Data is preserved on EBS
  • B Instance state is saved as a snapshot
  • C All data on instance store is lost
  • D Running applications are stopped gracefully
Explanation Data on instance store is ephemeral and lost upon termination, unlike data on EBS which can be preserved.
Q220

Which AWS service enables serverless execution of code in response to events?

  • A AWS Lambda
  • B Amazon EC2
  • C AWS Batch
  • D Amazon RDS
Explanation AWS Lambda runs code in response to events, while the others are not inherently serverless execution services.