AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 76

Question

An ML engineer needs to deploy ML models to get inferences from large datasets in an asynchronous manner. The ML engineer also needs to implement scheduled monitoring of the data quality of the models. The ML engineer must receive alerts when changes in data quality occur. Which solution will meet these requirements?

Accepted Answer

Correct answer: D. The correct answer is D. Option D: Deploy the models by using Amazon SageMaker batch transform. Use SageMaker Model Monitor to monitor the data quality and to send alerts. AWS Batch schedules and runs batch computing jobs at any scale without managing clusters. Amazon SageMaker builds, trains and deploys machine learning models in a fully managed service. This option decouples the components so they scale independently and absorb load spikes.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 76