4. Machine Learning

Production Ml — Quiz

Test your understanding of production ml with 5 practice questions.

Read the lesson first

Practice Questions

Question 1

Which of the following best describes the purpose of model versioning in a production ML pipeline?

Question 2

In a continuous integration (CI) pipeline for machine learning, what is the primary purpose of automated testing of the model?

Question 3

When monitoring a production ML model, which of the following metrics would most likely indicate that the model is experiencing concept drift?

Question 4

Which of the following best represents a step in creating a reproducible deployment pipeline for a production ML model?

Question 5

In a model serving environment, what is the primary role of a model inference server?