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 251–260 of 498
A company needs to restrict user access to specific S3 buckets based on IP addresses. Which feature should they use?
A
Bucket Policies
B
AWS IAM Roles
C
S3 Access Points
D
S3 Block Public Access
Bucket Policies can specify conditions like IP address restrictions; IAM Roles do not focus on S3 access directly.
You are configuring an Amazon SageMaker training job. What happens if the training job fails due to resource limits?
A
It retries automatically until successful
B
It terminates and returns an error
C
It continues with reduced resource allocation
D
It logs the issue without stopping
A failed training job returns an error without retrying or continuing, thus informing the user of the issue.
Which service provides managed machine learning models for text analysis?
A
Amazon Comprehend
B
Amazon Lex
C
Amazon Rekognition
D
Amazon Transcribe
Amazon Comprehend specializes in natural language processing; the others serve different purposes.
A company needs to analyze large datasets in real-time with minimal latency. Which AWS service should they choose?
A
Amazon S3
B
Amazon Kinesis
C
Amazon EMR
D
Amazon Redshift
Amazon Kinesis is designed for real-time data processing, while the others focus on batch processing or storage.
You are configuring a Lambda function to use a specific IAM role. What is a required attribute for Lambda to assume the role?
A
Lambda execution policy
B
Trust relationship policy
C
Session token
D
User permissions
A trust relationship policy is essential for Lambda to assume an IAM role; the others do not serve this specific purpose.
Which service helps optimize ML model deployment cost?
A
AWS SageMaker
B
Amazon RDS
C
AWS Lambda
D
Amazon S3
AWS SageMaker specifically includes cost optimization features for ML models, while the others serve different functions.
A company needs real-time data processing with low latency. Which AWS service is most appropriate?
A
Amazon Redshift
B
Amazon Kinesis
C
AWS Glue
D
Amazon S3
Amazon Kinesis is designed for real-time data processing, unlike the other options which serve different purposes.
What happens when you set an IAM policy to 'Deny' an action explicitly?
A
Action will always succeed
B
Action will be denied regardless of Allow
C
Action will never affect other policies
D
Action can still succeed if allowed later
Explicit 'Deny' policies take precedence over 'Allow' policies in AWS IAM.
Which service is best for real-time data processing?
A
AWS Lambda
B
Amazon S3
C
Amazon Kinesis
D
AWS Batch
Amazon Kinesis is designed for real-time data streams, unlike the others which serve different purposes.
A company needs to store and analyze large volumes of unstructured data. Which service should they choose?
A
Amazon Aurora
B
Amazon DynamoDB
C
AWS Redshift
D
Amazon S3
Amazon S3 is ideal for storing unstructured data, whereas the others are relational or structured databases.