AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 175

Question

A company has built, trained, and tuned two new ML models: • Model A detects if a transaction is fraudulent based on the IP address, location, and user credentials. This model will be accessed every time a transaction occurs. • Model B forecasts sales totals for the next month based on historical sales data. This model will be accessed one time each month. The company must deploy both models to production by using Amazon SageMaker AI. Which hosting solution for the models should the company use to meet these requirements?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: Host Model A with a real-time endpoint. Use batch transform for Model B. AWS Batch schedules and runs batch computing jobs at any scale without managing clusters.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 175