You recently joined a machine learning team that will soon release a new project. As a lead on the project, you are asked to determine the production readiness of the ML components. The team has already tested features and data, model development, and infrastructure. Which additional readiness check should you recommend to the team?
A) Ensure that training is reproducible.
B) Ensure that all hyperparameters are tuned.
C) Ensure that model performance is monitored.
D) Ensure that feature expectations are captured in the schema.

Question

Quizplus · Accepted Answer

Ensure that training is reproducible.Reproducibility is essential for production readiness because it ensures that the model can be retrained and deployed in the same way in the future. This is important for maintaining model performance and for troubleshooting any issues that may arise.

You Recently Joined a Machine Learning Team That Will Soon