AIF-C01 Question 84

Community Discussion

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• Chose C1

  C is the correct answer

• Chose C2

  To manage the flow of data from Amazon S3 to SageMaker Studio notebooks securely and efficiently, configuring SageMaker to use a VPC (Virtual Private Cloud) with an S3 endpoint is the best solution. This setup ensures that data transfer between SageMaker and S3 happens within the AWS network, without going through the public internet, which improves security and performance. S3 VPC endpoint: An S3 VPC endpoint allows secure, private access to Amazon S3 from resources in your VPC, enabling SageMaker to securely retrieve data stored in S3 buckets without leaving the AWS network. This setup helps manage data flow efficiently.

• Chose C1

  S3 gateway endpoint should be a default in every VPC.