AWS Certified AI Practitioner (AIF-C01) — Question 104

A company needs to use Amazon SageMaker for model training and inference. The company must comply with regulatory requirements to run SageMaker jobs in an isolated environment without internet access.

Which solution will meet these requirements?

Answer options

• A. Run SageMaker training and inference by using SageMaker Experiments.
• B. Run SageMaker training and Inference by using network Isolation.
• C. Encrypt the data at rest by using encryption for SageMaker geospatial capabilities.
• D. Associate appropriate AWS Identity and Access Management (IAM) roles with the SageMaker jobs.

Correct answer: B

Explanation

The correct answer is B, as implementing network isolation ensures that SageMaker jobs can run in an environment that is completely disconnected from the internet, thus complying with regulatory requirements. Options A, C, and D do not address the need for an isolated environment, as they focus on different aspects of SageMaker functionality and security.