Learning objectives
Understand the core method; reproduce the worked example; diagnose at least two failure modes; apply a testable practice workflow.
A model is useful only if it performs on data it did not use during fitting or selection. Good historical stories are not sufficient. This lesson establishes a reproducible testing standard.
