Instantiation of generate-exam.md for the standard final. Read that file for the LaTeX conventions and workflow; use these parameters.

Parameter	Value
Exam type	final
Agenda	docs/agenda/<term>.md, Meetings 9 onward (supervised models, deep learning and nPrint, unsupervised learning, generative models), with light reference back to the pipeline material
Past exams	docs/final/<YYYY>/ — the two or three most recent
Length	4 pages, 50 points, designed for 30–40 minutes; ends with a 2-point feedback section
Must include	questions on the later hands-ons (linear/logistic regression, trees and ensembles, deep learning, PCA, clustering, diffusion) and on the project deliverables
Instructor output	/Users/feamster/Dropbox/Tmp/exams/ml-systems/final/<YYYY>/ (not committed until after the exam)

For a short term with a single combined exam, use the term-specific file instead (e.g. generate-summer-final.md).