Time Series Analysis

Last Updated: Mon, 08/31/2026
Syllabus
SyllabusISYE6402Fall2026_2.pdf (255.66 KB)
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
6402
Section:
Q
CRN
88710
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.

Administrative Data
Course status
Active

Mthds & Apps Machine Learning

Last Updated: Mon, 08/24/2026
Syllabus
ISYE_4600_fall2026_8_24.pdf (42.1 KB)
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
4600
Section:
A
CRN
92807
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Kaitlyn
Instructor last name:
Moug
Catalog Description

This course introduces the available methods in machine learning, which methods are better in what situations, objective functions and errors, and how to tune parameters.

Administrative Data
Course status
Active

Advanced Optimization

Last Updated: Tue, 04/07/2026
Syllabus
ISYE4133-Syllabus-Fall-2026.pdf (122.56 KB)
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
4133
Section:
A
CRN
84998
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Johannes
Instructor last name:
Milz
Catalog Description
Theory and implementation of practical methods to find good or optimal solutions to optimization problems too large or complex to solve in a straightforward way.
Administrative Data
Course status
Active

Statistics& Applications

Last Updated: Wed, 08/12/2026
Syllabus
Syllabus_ISyE3770_T09.pdf (110.53 KB)
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
3770
Section:
T09
CRN
92329
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Mohammad
Instructor last name:
Najjartabar Bisheh
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.
Administrative Data
Course status
Active

Methods-Quality Improve

Last Updated: Mon, 08/31/2026
Syllabus
ISyE3039A_Syllabus_Fall_2026.pdf (179.19 KB)
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
3039
Section:
A
CRN
83534
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Jianjun
Instructor last name:
Shi
Catalog Description

Topics include quality system requirements, designed experiments, process capability analysis, measurement capability, statistical process control, and acceptance sampling plans. Credit will not be awarded for both ISYE 3039 and ISYE 6382.

Administrative Data
Course status
Active

Special Problems in ISYE

Last Updated: Thu, 04/16/2026
Syllabus
ISYE 8900_Special Problems_Syllabus_0.pdf (42.89 KB)
General Class Information
Academic year:
2026
Semester:
Fall
Course prefix:
ISYE
Course number:
8900
Section:
MOG
CRN
90331
Department (you may add up to three):
Sch/Industrial & Systems Engr
Instructor first name:
Mohsen
Instructor last name:
Moghaddam
Catalog Description

Independent study in topics at the intersection of extended reality (XR), artificial intelligence/machine learning, and human–robot interaction. Emphasis on the design, development, and evaluation of human-centered systems for applications such as immersive training, human–AI teaming, and human augmentation

Administrative Data
Course status
Active
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