AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 155

Question

A company is training a new ML model to replace a model that is deployed on an Amazon SageMaker AI real-time endpoint. An ML engineer needs to determine the latency and the accuracy of the new model. The ML engineer must evaluate the new model in a production scenario without affecting the users of the existing model. Which solution will meet these requirements?

Accepted Answer

Correct answer: D. The correct answer is D. Option D: Perform shadow testing with a traffic sampling percentage of 100%. This option meets the real-time / low-latency performance requirement.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 155