Which information is typically included in a SageMaker Model Card?

Model architecture, training data details, and evaluation results

The IP address of the training instance

The AWS account ID of the model owner

What is the purpose of an IAM role in the context of an AI application?

To provide temporary credentials that grant permissions to an AWS service or application

To create a virtual private network connection to AWS

To encrypt data at rest in Amazon S3

To monitor API calls for security threats

A company has a VPC with a private subnet. An application in the subnet needs to call the Amazon Comprehend API to analyze text. The security team wants to avoid sending traffic over the public internet and also wants to restrict access so that only the application can call Comprehend. What should they configure?

A VPC peering connection to the Comprehend service, and a route table entry.

An interface VPC endpoint for Comprehend, and an IAM policy that allows the application's role to call Comprehend actions.

A NAT gateway in the public subnet, and a security group that allows outbound traffic to Comprehend.

An S3 VPC endpoint, and a bucket policy that allows the application to access Comprehend.

What is data lineage?

The process of encrypting data at rest

A tool for visualizing network traffic

A method for backing up data to another region

The record of data origins, transformations, and movements over its lifecycle

AWSCertified AI Practitioner

Domain 5Objective 1

Task Statement 5.1: Explain Methods to Secure AI Systems. AIF-C01 Practice Questions (Page 5)

Part of the Content Domain 5: Security, Compliance, and Governance for AI Solutions domain, which makes up ~17% of our current practice bank. AWS does not publish an official question count, but from its 90-minute exam (~35–60 total, ~6–10 in this domain), expect 3–5 from this objective — we provide 33 practice questions to prepare you well beyond it. (estimate)

33questions here

7free pages

11concepts

Questions 21–25

21foundation · easy
Which information is typically included in a SageMaker Model Card?
Select an answer first
22foundation · easy
What is the purpose of an IAM role in the context of an AI application?
Select an answer first
23application · medium
A data governance team is building a machine learning pipeline that processes customer data. They need to be able to trace each data point back to its original source and understand all transformations applied to it. This is required for regulatory audits. What should they implement?
Select an answer first
24application · medium
A company has a VPC with a private subnet. An application in the subnet needs to call the Amazon Comprehend API to analyze text. The security team wants to avoid sending traffic over the public internet and also wants to restrict access so that only the application can call Comprehend. What should they configure?
Select an answer first
25foundation · easy
What is data lineage?
Select an answer first

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Task Statement 5.1: Explain Methods to Secure AI Systems. AIF-C01 Practice Questions (Page 5)

Questions 21–25

Which information is typically included in a SageMaker Model Card?

What is the purpose of an IAM role in the context of an AI application?

A data governance team is building a machine learning pipeline that processes customer data. They need to be able to trace each data point back to its original source and understand all transformations applied to it. This is required for regulatory audits. What should they implement?

What is data lineage?

Keep studying — Content Domain 5: Security, Compliance, and Governance for AI Solutions