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 301–310 of 498

Q301

Which service provides serverless functions in AWS?

  • A AWS Lambda
  • B Amazon EC2
  • C Amazon RDS
  • D Amazon S3
Explanation AWS Lambda is the only service that allows execution of code without managing servers; EC2 manages servers, RDS is for databases, and S3 is for storage.
Q302

A company needs to store large datasets that require analysis with low latency. Which AWS service should they choose?

  • A Amazon RDS
  • B Amazon Athena
  • C Amazon Redshift
  • D AWS Glue
Explanation Amazon Redshift is optimized for fast query performance on large datasets; RDS is for transactional databases, Athena is for querying stored data, and Glue is for data transformation.
Q303

You are configuring a Machine Learning model in SageMaker. What can you do if you need to optimize the model's hyperparameters?

  • A Use hyperparameter tuning jobs
  • B Increase instance types manually
  • C Modify data input
  • D Change training instance count
Explanation Hyperparameter tuning jobs auto-optimize parameters for better model performance; changing instance types or counts doesn’t optimize parameters and modifying data input doesn’t directly affect hyperparameters.
Q304

Which service provides automatic scaling for AI workloads?

  • A AWS Auto Scaling
  • B AWS Lambda
  • C Amazon EC2
  • D AWS CloudFormation
Explanation AWS Auto Scaling automatically adjusts resources for workloads, while others do not provide this feature.
Q305

A company needs to query large datasets easily and efficiently. Which AWS service should they use?

  • A Amazon DynamoDB
  • B AWS Glue
  • C Amazon Athena
  • D Amazon RDS
Explanation Amazon Athena allows SQL queries on data without provisioning servers, unlike the other options.
Q306

What happens when you enable S3 versioning on a bucket?

  • A Duplicates all objects automatically
  • B Preserves all object versions
  • C Deletes all previous versions
  • D Reduces storage costs
Explanation Enabling versioning preserves all historical versions, while the other options describe incorrect behaviors.
Q307

Which service facilitates model training in AWS?

  • A Amazon SageMaker
  • B IAM
  • C AWS CloudFormation
  • D AWS Lambda
Explanation Amazon SageMaker specifically supports model training, while others serve different purposes.
Q308

A company needs to deploy a Generative AI model with minimal latency. Which AWS service should they use?

  • A AWS Lambda
  • B Amazon Lightsail
  • C Amazon EC2
  • D Amazon SageMaker Edge Manager
Explanation Amazon SageMaker Edge Manager optimizes model deployment for low latency at the edge, whereas others are less suited for this specific requirement.
Q309

What happens when you run an AWS service in multiple regions?

  • A Data replication across all regions
  • B Improved performance in one region only
  • C Increased costs for data transfer
  • D Simplified compliance with local laws
Explanation Running services in multiple regions can incur higher data transfer costs, while the other options are not universally true.
Q310

Which service enables automatic scaling of containerized applications?

  • A Amazon ECS
  • B AWS Lambda
  • C Amazon EC2 Auto Scaling
  • D AWS Fargate
Explanation AWS Fargate handles the scaling of containers automatically, while ECS and EC2 Auto Scaling manage instances, and Lambda isn’t designed for containers.