AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 85

Question

A company has developed a new ML model. The company requires online model validation on 10% of the traffic before the company fully releases the model in production. The company uses an Amazon SageMaker endpoint behind an Application Load Balancer (ALB) to serve the model. Which solution will set up the required online validation with the LEAST operational overhead?

Accepted Answer

Correct answer: A. The correct answer is A. Option A: Use production variants to add the new model to the existing SageMaker endpoint. Set the variant weight to 0.1 for the new model. Monitor the number of invocations by using Amazon CloudWatch. Amazon SageMaker builds, trains and deploys machine learning models in a fully managed service. Amazon CloudWatch collects metrics, logs and alarms to monitor and react to operational health.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 85