Topic 1 Question 90
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?
Run SageMaker training and inference by using SageMaker Experiments.
Run SageMaker training and Inference by using network Isolation.
Encrypt the data at rest by using encryption for SageMaker geospatial capabilities.
Associate appropriate AWS Identity and Access Management (IAM) roles with the SageMaker jobs.
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- 正解だと思う選択肢: B
B. Run SageMaker training and inference by using network isolation.
Explanation: Network isolation is a feature in Amazon SageMaker that ensures that your training and inference jobs are run in a secure, isolated environment without internet access. This is a critical requirement for complying with regulatory standards that mandate the use of isolated environments for sensitive operations.
👍 1aws_Tamilan2024/12/27 - 正解だと思う選択肢: B
The correct answer is B. Network isolation allows SageMaker to run without internet access, meeting regulatory requirements.
👍 1may2021_r2024/12/28 - 正解だと思う選択肢: B
B: Run SageMaker training and inference by using network isolation.
Explanation: Network isolation in Amazon SageMaker ensures that training and inference jobs run in a fully isolated environment without internet access. When network isolation is enabled:
SageMaker jobs can only access resources within the specified Virtual Private Cloud (VPC). Outbound internet access is disabled. Data and models remain secure and compliant with regulatory requirements.
👍 1Moon2025/01/01
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