User accounts will be set up and emailed byAugust 23.
Your project deliverables and Peer Reviews will be submitted via this account.
Your individual code will be submitted via your group's GitHub repository, which we'll invite you to after your account is created.
Final Project Introduction
Overview
Objective
Run a real analysis using what you have learned in ISYE 6414, and present it the way you would to an executive team: sparse text, strong graphics, and your reasoning in the presenter notes.
Your group finds its own data and tests questions or assumptions about what it contains. It has to meet the size and shape requirements — one dataset is fine if it clears both bars.
Team Project Requirements
A team project — no solo work. Teams are 3 or 4 members, either size final. Form your own; anyone unassigned after the deadline is placed by the instructor.
How the Project Runs
One completion-only milestone, then three graded deliverables, each building on the last.
Three rounds, one after each deliverable, rating how the work was shared.
Four weeks to form teams
You have until Sep 20, 2026, 11:59 PM US Eastern Time to form a team and settle on a topic — deliberately generous, so teams stop reshuffling and start working. Anyone still unassigned after that is assigned to a team by the instructor.
Some people will likely drop the course. If groups become much too small, we'll reassign/combine groups to maintain appropriate team sizes.
Smaller Teams, Same Standards
A team of 3 is graded to the same standard as a team of 4. The requirements do not scale with team size.
Everyone is expected to contribute to each element of the project. If you don't contribute adequately, you'll be penalized (up to being given a 0 for that deliverable).
Project Timeline
gantt
title ISYE 6414 Final Project Timeline (Fall 2026)
dateFormat YYYY-MM-DD
axisFormat %b %-d
section Team
Team Formation + Topic Selection :t1, 2026-08-24, 27d
Team + Topic Due :milestone, tm, 2026-09-20, 0d
section Deliverable 1
Proposal & EDA :d1, 2026-09-28, 27d
Proposal & EDA Due :milestone, d1m, 2026-10-25, 0d
Feedback & Grades Returned :milestone, d1fb, 2026-11-08, 0d
section Deliverable 2
Progress Report :d2, 2026-10-26, 20d
Progress Report Due :milestone, d2m, 2026-11-15, 0d
section Deliverable 3
Final Report Writing :d3, 2026-11-02, 41d
Thanksgiving Break :crit, tb, 2026-11-25, 3d
Final Report Due :milestone, d3m, 2026-12-13, 0d
section Peer Reviews
Round 1 Reviews :pr1, 2026-10-25, 7d
Round 1 Due :milestone, pr1m, 2026-11-01, 0d
Round 2 Reviews :pr2, 2026-11-15, 7d
Round 2 Due :milestone, pr2m, 2026-11-22, 0d
Round 3 Reviews :pr3, 2026-12-06, 7d
Round 3 Due :milestone, pr3m, 2026-12-13, 0d
Grading
Grade Breakdown
Weights are percentages of your course grade. Homework and exams make up the rest.
Peer Reviews are per student. Deliverable grades are assigned to every member of the group.
Rubrics
Every graded item has its own published rubric — follow its link in the table above to see exactly what you are being marked against before you submit.
Useful Guidelines
Split your data into training, validation, and test sets. Fit and select on training and validation, then report final metrics on the held-out test set.
Perform the professional steps this class teaches: EDA and outlier screening, GoF testing, variable selection, and fixing the data or model when warranted.
Include graphics when they earn their place — context and utility are what make them worth showing.