A Data Science Team Within a Large Company Uses Amazon

question 156

Multiple Choice

A Data Science team within a large company uses Amazon SageMaker notebooks to access data stored in Amazon S3 buckets. The IT Security team is concerned that internet-enabled notebook instances create a security vulnerability where malicious code running on the instances could compromise data privacy. The company mandates that all instances stay within a secured VPC with no internet access, and data communication traffic must stay within the AWS network. How should the Data Science team configure the notebook instance placement to meet these requirements?

• A) Associate the Amazon SageMaker notebook with a private subnet in a VPC. Place the Amazon SageMaker endpoint and S3 buckets within the same VPC.
• B) Associate the Amazon SageMaker notebook with a private subnet in a VPC. Use IAM policies to grant access to Amazon S3 and Amazon SageMaker.
• C) Associate the Amazon SageMaker notebook with a private subnet in a VPC. Ensure the VPC has S3 VPC endpoints and Amazon SageMaker VPC endpoints attached to it.
• D) Associate the Amazon SageMaker notebook with a private subnet in a VPC. Ensure the VPC has a NAT gateway and an associated security group allowing only outbound connections to Amazon S3 and Amazon SageMaker.

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Definitions:

Poly(vinyl Chloride)

A widely used synthetic plastic polymer, known by its abbreviation PVC, characterized by its strength, durability, and versatility in applications from piping to clothing.

Chain-growth Polymerization

A polymerization mechanism where monomers add to a reactive site on a growing polymer chain one at a time, leading to long polymer chains.

Maleic Anhydride

An organic compound that is the cyclic anhydride of maleic acid, used industrially in the production of polymers, resins, and as an intermediate in organic synthesis.

Addition Polymerization

A chemical reaction where monomers add together without the loss of atoms to form very long chain molecules or polymers.