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.
Questions 311–320 of 498
A company needs to implement a machine learning model for predicting customer churn. Which AWS service should they choose for deployment?
A
Amazon SageMaker
B
AWS CodeDeploy
C
Amazon EC2
D
AWS Glue
Amazon SageMaker is specifically designed for building and deploying ML models, unlike the other options.
What happens when a user attempts to access an S3 object with insufficient IAM permissions?
A
Access is granted with a warning.
B
Access is denied with an error.
C
No action is recorded.
D
Access is granted on the first request.
Access is denied with an error message because IAM permissions are crucial for resource access, unlike the other scenarios.
Which AWS service is best for managing machine learning models in production?
A
Amazon SageMaker
B
Amazon EC2
C
AWS Lambda
D
Amazon RDS
Amazon SageMaker is specifically designed for deploying machine learning models, while others serve different purposes.
A company needs to automate its machine learning model training and deployment pipeline. What should they use?
A
AWS CloudFormation
B
AWS CodePipeline
C
Amazon S3
D
AWS Lambda
AWS CodePipeline is tailored for creating CI/CD pipelines, ideal for automating ML operations.
You are configuring a generative AI model on AWS. What happens if you exceed the allocated resource limits?
A
Model training fails without warning
B
Additional charges apply automatically
C
AWS automatically scales resources
D
Training pauses until resources are free
Exceeding resource limits typically results in failures; automatic scaling or pausing does not occur without setup.
Which service is best for hosting a serverless API?
A
AWS Lambda
B
EC2
C
ECS
D
S3
AWS Lambda is designed for serverless computing, while the others are more traditional compute services.
A company needs to monitor logs from multiple AWS resources. What should they use?
A
AWS Elastic Beanstalk
B
AWS CloudTrail
C
Amazon CloudWatch Logs
D
Amazon Athena
Amazon CloudWatch Logs is specifically built for monitoring logs, while the others serve different purposes.
You are configuring an Amazon S3 bucket policy. What happens if a policy allows public access?
A
Access is denied to everyone
B
Public can read objects only
C
Public can write to bucket
D
All access is allowed
If allowed, public access means any user can access the resources as specified by the policy terms.
Which service allows you to create and manage chatbots integrated with services like Slack and Facebook Messenger?
A
Amazon Lex
B
Amazon Connect
C
Amazon Comprehend
D
AWS Chatbot
Amazon Lex enables chatbot creation; others focus on voice or text processing.
You are configuring a model in SageMaker, which parameter determines the learning rate for training?
A
Hyperparameters
B
Training data
C
Metric monitoring
D
Instance type
Hyperparameters include the learning rate; the others are unrelated.