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.

---

Definitions:

Idle Resources

Resources in an economy that are not being fully utilized, often leading to inefficiency.

Output

The total amount of goods and services produced by an economy or a production process.

Guns And Butter

A term used in economics to represent the trade-off between a nation's investment in defense and civilian goods.

Increasing Opportunity Cost

A situation where producing more of one good or service leads to a larger increase in foregone production of another good or service.