Check your understanding

Quiz

You have learned to build reproducible pipelines with targets, version models so you know which one is live, serve a model as an API with plumber, choose between batch and real-time inference, monitor a live model for drift, and work through a system-design checklist before shipping. This quiz checks what stuck. The last two steps are live R you can run.

Question 1 of 6

What targets buys you

A pipeline tool like targets helps mainly because it:

Correct: it tracks dependencies, so a small change does not force a full, error-prone rerun.
Storage is a separate concern.