AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 96

Question

A company is using Amazon SageMaker to develop ML models. The company stores sensitive training data in an Amazon S3 bucket. The model training must have network isolation from the internet. Which solution will meet this requirement?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Run the SageMaker training jobs in private subnets. Create an S3 gateway VPC endpoint. Route traffic for training through the S3 gateway VPC endpoint. Amazon S3 provides durable, scalable object storage that is fully managed. A gateway VPC endpoint gives private, no-cost access to Amazon S3 and DynamoDB from within the VPC. A VPC endpoint provides private connectivity to AWS services without traversing the public internet.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 96