A Machine Learning Specialist Uploads a Dataset to an Amazon

question 1

Multiple Choice

A Machine Learning Specialist uploads a dataset to an Amazon S3 bucket protected with server-side encryption using AWS KMS. How should the ML Specialist define the Amazon SageMaker notebook instance so it can read the same dataset from Amazon S3?

• A) Define security group(s) to allow all HTTP inbound/outbound traffic and assign those security group(s) to the Amazon SageMaker notebook instance.
• B) ?onfigure the Amazon SageMaker notebook instance to have access to the VPC. Grant permission in the KMS key policy to the notebook's KMS role.
• C) Assign an IAM role to the Amazon SageMaker notebook with S3 read access to the dataset. Grant permission in the KMS key policy to that role.
• D) Assign the same KMS key used to encrypt data in Amazon S3 to the Amazon SageMaker notebook instance.

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Definitions:

Generalization

A cognitive process in psychology where an individual applies learned behavior or responses to similar stimuli beyond the original conditions.

Conditioned Response

The learned response to a previously neutral stimulus that has become associated with an unconditioned stimulus.

Unconditioned Stimulus

In classical conditioning, a stimulus that naturally elicits a reflexive response without the need for prior learning.

Associated

Connected or linked with something else in relation to ideas, feelings, or memories.