Amazon Web Services AWS Certified AI Practitioner Exam AIF-C01 Question # 2 Topic 1 Discussion
AIF-C01 Exam Topic 1 Question 2 Discussion:
Question #: 2
Topic #: 1
A company needs to use Amazon SageMaker AI 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?
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.
Network isolation is a key security feature for SageMaker. It ensures that training and inference jobs run in a VPC and are not accessible from the internet. Per the official SageMaker documentation:
“When you enable network isolation, your model can’t make any outbound network calls. This is useful for security and regulatory compliance when working with sensitive data.”
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