AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 129

Question

A company wants to use Amazon SageMaker to host an ML model that runs on CPU for real-time predictions. The model will have intermittent traffic during business hours and will have periods of no traffic after business hours. The company needs a solution that will serve inference requests in the most cost-effective manner. Which hosting option will meet these requirements?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Deploy the model to a SageMaker Serverless Inference endpoint. Configure increased provisioned concurrency during business hours. 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 delivers the requirement at the lowest cost.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 129