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MLA-C01 · Question #101
MLA-C01 Question #101: Real Exam Question with Answer & Explanation
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Data Preparation for Machine Learning
Question
A medical company needs to store clinical data. The data includes personally identifiable information (PII) and protected health information (PHI). An ML engineer needs to implement a solution to ensure that the PII and PHI are not used to train ML models. Which solution will meet these requirements?
Options
- AStore the clinical data in Amazon S3 buckets. Use AWS Glue DataBrew to mask the PII and PHI
- BUpload the clinical data to an Amazon Redshift database. Use built-in SQL stored procedures to
- CUse Amazon Comprehend to detect and mask the PII before the data is used for model training.
- DCreate an AWS Lambda function to encrypt the PII and PHI. Program the Lambda function to
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Topics
#PII/PHI Redaction#Data Privacy#Amazon Comprehend#Data Preprocessing