Statistics& Applications

Last Updated: Tue, 04/14/2026
Syllabus
ISyE3770_Syllabus_2.pdf (166.51 KB)
General Class Information
Academic year:
2026
Semester:
Summer
Course prefix:
ISYE
Course number:
3770
Section:
RCH
CRN
56085
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Shijie
Instructor last name:
Deng
Catalog Description

Introduction to probability, probability distributions, point estimation, confidence intervals, hypothesis testing, linear regression, and analysis of variance. Crosslisted with MATH 3770 and CEE 3770. Also, credit not awarded for both ISYE 3770 and MATH 3670.

Intro to Financial Engr

Last Updated: Tue, 04/14/2026
Syllabus
ISYE6227Q.Syllabus.CRN53295.pdf (185.59 KB)
General Class Information
Academic year:
2026
Semester:
Summer
Course prefix:
ISYE
Course number:
6227
Section:
Q
CRN
53295
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Shijie
Instructor last name:
Deng
Catalog Description

Advanced techniques for economic analysis of capital investment. Basic terminology and financial engineering concepts for managing and valuing project risk. Real options applications in systems engineering.

Computational Statistics

Last Updated: Thu, 10/15/2026
Syllabus
syllabus 6416 spring 2027.pdf (289.29 KB)
General Class Information
Academic year:
2027
Semester:
Spring
Course prefix:
ISYE
Course number:
6416
Section:
MSA
CRN
28822
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Placeholder
Instructor last name:
Placeholder
Catalog Description
This class describes the available knowledge regarding statistical computing. Topics include random deviates generation, importance sampling, Monte Carlo Markov chain (MCMC), EM algorithms, bootstrapping, model selection criteria, (e.g. C-p, AIC, etc.) splines, wavelets, and Fourier transform.

Computational Data Analy

Last Updated: Tue, 11/10/2026
Syllabus
PDF required. Please edit this page and upload a PDF. Please check PDF for accessibility prior to submission.
General Class Information
Academic year:
2027
Semester:
Spring
Course prefix:
ISYE
Course number:
6740
Section:
B
CRN
29440
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Yao
Instructor last name:
Xie
Catalog Description
Theoretical/computational foundations of analyzing large/complex modern datasets, including the fundamental concepts of machine learning and data mining needed for both resesarch and practice. Crosslisted with CSE 6740. Credit not awarded for both ISYE 6740 and CS 4641/7641/CSE 6740.

Fund Modern Sys Eng

Last Updated: Tue, 10/20/2026
Syllabus
PDF required. Please edit this page and upload a PDF. Please check PDF for accessibility prior to submission.
General Class Information
Academic year:
2027
Semester:
Spring
Course prefix:
ASE
Course number:
6001
Section:
QSC
CRN
35546
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Joseph
Instructor last name:
Angel
Catalog Description
Explore a wide range of modern systems engineering principles and development methodologies. Address requirements engineering, systems definition, design and analysis, implementation, operation, and technical management.

Discrete Optimization

Last Updated: Mon, 11/02/2026
Syllabus
Syllabus_ISYE_6662 2027.pdf (40.02 KB)
General Class Information
Academic year:
2027
Semester:
Spring
Course prefix:
ISYE
Course number:
6662
Section:
A
CRN
27873
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Oktay
Instructor last name:
Gunluk
Catalog Description

Fundamentals of integer and combinatorial optimization. Topics include polyhedra, cuts, Lagrangean duality, complexity, and others. This course is intended for Ph.D. students.

Time Series Analysis

Last Updated: Tue, 10/13/2026
Syllabus
PDF required. Please edit this page and upload a PDF. Please check PDF for accessibility prior to submission.
General Class Information
Academic year:
2027
Semester:
Spring
Course prefix:
ISYE
Course number:
6402
Section:
MSA
CRN
28820
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Nicoleta
Instructor last name:
Serban
Catalog Description
Basic forecasting methods, ARIMA models, transfer functions.
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