AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 110

Question

An ML engineer needs to ensure that a dataset complies with regulations for personally identifiable information (PII). The ML engineer will use the data to train an ML model on Amazon SageMaker instances. SageMaker must not use any of the PII. Which solution will meet these requirements in the MOST operationally efficient way?

Accepted Answer

Correct answer: A. The correct answer is A. Option A: Use the Amazon Comprehend DetectPiiEntities API call to redact the PII from the data. Store the data in an Amazon S3 bucket. Access the S3 bucket from the SageMaker instances for model training. Amazon S3 provides durable, scalable object storage that is fully managed. Amazon SageMaker builds, trains and deploys machine learning models in a fully managed service. Amazon Comprehend extracts insights and entities from text using NLP.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 110