A Data Engineer Needs to Build a Model Using a Dataset

question 27

Multiple Choice

A Data Engineer needs to build a model using a dataset containing customer credit card information How can the Data Engineer ensure the data remains encrypted and the credit card information is secure?

• A) Use a custom encryption algorithm to encrypt the data and store the data on an Amazon SageMaker instance in a VPC. Use the SageMaker DeepAR algorithm to randomize the credit card numbers.
• B) Use an IAM policy to encrypt the data on the Amazon S3 bucket and Amazon Kinesis to automatically discard credit card numbers and insert fake credit card numbers.
• C) Use an Amazon SageMaker launch configuration to encrypt the data once it is copied to the SageMaker instance in a VPC. Use the SageMaker principal component analysis (PCA) algorithm to reduce the length of the credit card numbers.
• D) Use AWS KMS to encrypt the data on Amazon S3 and Amazon SageMaker, and redact the credit card numbers from the customer data with AWS Glue.

Assess the New Deal's impact on American political ideology and the concept of freedom.

Explore the effects of the New Deal on women's experiences during the Great Depression across American society.

Identify and understand key terms, events, and people significant to the New Deal era.

Investigate the role of cultural movements, such as the Popular Front, in shaping American society during the 1930s.

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Definitions:

Urine Drainage

The process of removing urine from the body or a medical device used for this purpose, often involving catheters.

Y Tubing

A type of medical tubing that branches into two limbs at one end, often used in transfusions or infusions.

Normal Saline

An isotonic solution of sodium chloride (0.9% NaCl) in water that matches the salt concentration of the body, commonly used for hydration and as a flush for medical catheters.

Citrate-phosphate-dextrose

A solution used in blood storage that acts to stabilize and preserve blood cells.