MLS-C01 Question #226: Real Exam Question with Answer & Explanation

Question

A company wants to predict the classification of documents that are created from an application. New documents are saved to an Amazon S3 bucket every 3 seconds. The company has developed three versions of a machine learning (ML) model within Amazon SageMaker to classify document text. The company wants to deploy these three versions to predict the classification of each document. Which approach will meet these requirements with the LEAST operational overhead?

Options

• AConfigure an S3 event notification that invokes an AWS Lambda function when new documents
• BDeploy all the models to a single SageMaker endpoint. Treat each model as a production variant.
• CDeploy each model to its own SageMaker endpoint Configure an S3 event notification that
• DDeploy each model to its own SageMaker endpoint. Create three AWS Lambda functions.