Data Mining&Stat Learn

Last Updated: Sun, 08/23/2026
Syllabus
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
7406
Section:
Q2
CRN
91172
Department (you may add up to three):
Instructor first name:
Xiaoming
Instructor last name:
Huo
Catalog Description
Topics include neural networks, support vector machines, classification trees, boosting and discriminant analyses. Intended for Ph.D. students and those seeking the M.S. in Statistics.
Administrative Data
Course status
Pending

Deterministic Optimiz

Last Updated: Mon, 04/13/2026
Syllabus
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
6669
Section:
M14
CRN
88215
Department (you may add up to three):
Instructor first name:
Oktay
Instructor last name:
Gunluk
Catalog Description

An introduction to deterministic optimization methodologies including approaches from linear, discrete, and nonlinear optimization including algorithms and computations. Applications will be introduced as appropriate.

Administrative Data
Course status
Active

Intro Analytics Modeling

Last Updated: Thu, 04/09/2026
Syllabus
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
6501
Section:
OAN
CRN
85135
Department (you may add up to three):
Instructor first name:
Joel
Instructor last name:
Sokol
Catalog Description

An introduction to important and commonly-used models in analytics, as well as aspects of the modeling process.

Administrative Data
Course status
Active

Senior Design

Last Updated: Fri, 08/14/2026
Syllabus
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
4106
Section:
T02
CRN
87458
Department (you may add up to three):
Instructor first name:
Gamze
Instructor last name:
Tokol-Goldsman
Catalog Description

Senior design project requiring student to formulate a project plan with an off-campus enterprise. Includes specific milestones, targets, and evaluation criteria.

Administrative Data
Course status
Active

Senior Design

Last Updated: Fri, 08/14/2026
Syllabus
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
4106
Section:
M09
CRN
87459
Department (you may add up to three):
Instructor first name:
Ying
Instructor last name:
Li
Catalog Description

Senior design project requiring student to formulate a project plan with an off-campus enterprise. Includes specific milestones, targets, and evaluation criteria.

Administrative Data
Course status
Active

Stochastic Mfg&Serv Sys

Last Updated: Wed, 07/29/2026
Syllabus
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
3232
Section:
T12
CRN
89209
Department (you may add up to three):
Instructor first name:
Lauren
Instructor last name:
Steimle
Catalog Description
Methods for describing stochastic movements of material in manufacturing facilities, supply chain, and equipment maintenance networks. Includes analysis of congestion, delays, and inventory ordering policies.
Administrative Data
Course status
Active

Engineering Optimization

Last Updated: Thu, 04/23/2026
Syllabus
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
3133
Section:
MW1
CRN
85321
Department (you may add up to three):
Instructor first name:
Mohit
Instructor last name:
Singh
Catalog Description

Topics include modeling with networks and graphs; linear, nonlinear, and integer programming, construction of models employing modern modeling languages; and general solution strategies.

Administrative Data
Course status
Active

Undergraduate Research

Last Updated: Mon, 04/27/2026
Syllabus
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
2699
Section:
YAN
CRN
86127
Department (you may add up to three):
Instructor first name:
Shihao
Instructor last name:
Yang
Catalog Description

Independent research conducted under the guidance of a faculty member.

Administrative Data
Course status
Active