AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 211

Question

A company needs to deploy a custom-trained classification ML model on AWS. The model must make near real-time predictions with low latency and must handle variable request volumes. Which solution will meet these requirements?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: Deploy an Amazon SageMaker AI endpoint. Configure auto scaling for the endpoint. Auto Scaling adjusts capacity automatically to match demand, improving availability and cost efficiency. Amazon SageMaker builds, trains and deploys machine learning models in a fully managed service. AWS Config tracks resource configuration changes and evaluates compliance. This option meets the real-time / low-latency performance requirement.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 211