Campuses:
This is archival data. This system was retired as of August 21, 2023 and the information on this page has not been updated since then. For current information, visit catalogs.umn.edu.
Twin Cities Campus
Industrial and Systems Engineering B.I.Sy.E.Industrial and Systems Engineering
College of Science and Engineering
Industrial and systems engineering focuses on the design, planning, and management of complex, large-scale systems such as global supply chains, healthcare delivery systems, financial services systems, and other critical business infrastructures.
The Bachelor of Industrial and Systems Engineering curriculum emphasizes the fundamentals of analytics and management to support the modeling, design, and optimization of systems across a wide range of applications and domains. Students learn the skills and tools necessary to succeed across a broad range of industry, nonprofit and government settings.
All students are required to take a core set of courses that together ensure a strong foundation in the fundamentals of industrial and systems engineering. Each student also customizes a technical elective course plan to prepare them for the career path that most interests them. Student's chosen electives can result in a minor or emphasis in one of a number of fields, such as financial services, manufacturing and service operations, supply chain management, and healthcare operations.
All students complete a final capstone project that provides them with real-world experience by collaborating with a sponsoring company or organization. Students work in teams and receive guidance from a faculty advisor and industry mentor for 15 weeks during their senior year. This capstone project provides students with hands-on experience and proof of their abilities as they prepare to launch their career.
The program is accredited by the Engineering Accreditation Commission of ABET, www.abet.org.
Program Delivery
This program is available:
Admission Requirements
Students must complete
9 courses
before admission to the program.
Freshmen are usually admitted to pre-major status
before admission to this major.
For information about University of Minnesota admission requirements, visit the
Office of Admissions
website.
Required prerequisites
Mathematics
MATH 1371 - CSE Calculus I
[MATH]
(4.0 cr)
or
MATH 1271 - Calculus I
[MATH]
(4.0 cr)
or
MATH 1571H - Honors Calculus I
[MATH]
(4.0 cr)
MATH 1272 - Calculus II
(4.0 cr)
or
MATH 1372 - CSE Calculus II
(4.0 cr)
or
MATH 1572H - Honors Calculus II
(4.0 cr)
Math 2374 and equivs
MATH 2374 - CSE Multivariable Calculus and Vector Analysis
(4.0 cr)
or
MATH 2263 - Multivariable Calculus
(4.0 cr)
or
MATH 2573H - Honors Calculus III
(4.0 cr)
Required prerequisites
Physical Sciences
Chemistry
CHEM 1061 - Chemical Principles I
[PHYS]
(3.0 cr)
or
CHEM 1071H - Honors Chemistry I
[PHYS]
(3.0 cr)
CHEM 1065 - Chemical Principles I Laboratory
[PHYS]
(1.0 cr)
or
CHEM 1075H - Honors Chemistry I Laboratory
[PHYS]
(1.0 cr)
Physics
PHYS 1301W - Introductory Physics for Science and Engineering I
[PHYS, WI]
(4.0 cr)
or
PHYS 1401V - Honors Physics I
[PHYS, WI]
(4.0 cr)
PHYS 1302W - Introductory Physics for Science and Engineering II
[PHYS, WI]
(4.0 cr)
or
PHYS 1402V - Honors Physics II
[PHYS, WI]
(4.0 cr)
Required prerequisites
General Requirements
All students in baccalaureate degree programs are required to complete general University and college requirements including writing and liberal education courses. For more information about University-wide requirements, see the
liberal education requirements.
Required courses for the major, minor or certificate in which a student receives a D grade (with or without plus or minus) do not count toward the major, minor or certificate (including transfer courses).
Program Requirements
All freshmen in the College of Science and Engineering must complete CSE 1001: First-Year Experience.
At least 29 upper division credits in the major must be taken at the University of Minnesota Twin Cities campus.
Non-ISyE Required Courses
CSCI 1133 - Introduction to Computing and Programming Concepts
(4.0 cr)
ECON 1101 - Principles of Microeconomics
[SOCS, GP]
(4.0 cr)
Linear Algebra
MATH 2142 - Elementary Linear Algebra
(4.0 cr)
or
MATH 2373 - CSE Linear Algebra and Differential Equations
(4.0 cr)
or
MATH 2243 - Linear Algebra and Differential Equations
(4.0 cr)
or
MATH 2574H - Honors Calculus IV
(4.0 cr)
Business Course Elective
Select from one of the following courses
Take 1 or more course(s) from the following:
·
ACCT 3001 - Strategic Management Accounting
(3.0 cr)
·
FINA 3001 - Finance Fundamentals
(3.0 cr)
·
IDSC 3001 - Information Systems & Digital Transformation
[TS]
(3.0 cr)
·
MGMT 3001 - Fundamentals of Management
(3.0 cr)
·
MKTG 3001 - Principles of Marketing
(3.0 cr)
·
SCO 3001 - Sustainable Supply Chain and Operations
(3.0 cr)
ISyE Courses
IE 3521 - Statistics, Quality, and Reliability
(4.0 cr)
IE 3011 - Optimization Models and Methods
(4.0 cr)
IE 3553 - Simulation
(4.0 cr)
IE 4011 - Stochastic Models
(4.0 cr)
IE 3522 - Quality Engineering and Six Sigma
(4.0 cr)
IE 4551 - Production, Inventory, and Service Operations
(4.0 cr)
IE 4511 - Human Factors
(4.0 cr)
IE 4541W - Project Management
[WI]
(4.0 cr)
IE 4041W - Senior Design
[WI]
(4.0 cr)
Upper Division Writing Intensive within the major
Students are required to take one upper division writing intensive course within the major. If that requirement has not been satisfied within the core major requirements, students must choose one course from the following list. Some of these courses may also fulfill other major requirements.
Take 0 - 1 course(s) from the following:
·
IE 4041W - Senior Design
[WI]
(4.0 cr)
·
IE 4541W - Project Management
[WI]
(4.0 cr)
IE Course Electives
Required IE course electives
Take 8 or more credit(s) from the following:
·
IE 5012 - Discrete Optimization Methods and Applications
(4.0 cr)
·
IE 3013 - Optimization for Machine Learning
(4.0 cr)
·
IE 5080 - Topics in Industrial Engineering
(1.0-4.0 cr)
·
IE 5111 - Systems Engineering I
(2.0 cr)
·
IE 5113 - Systems Engineering II
(4.0 cr)
·
IE 5441 - Financial Decision Making
(4.0 cr)
·
IE 5513 - Engineering Safety
(4.0 cr)
·
IE 5524 - Process Transformation through Lean Tools
(2.0 cr)
·
IE 5545 - Decision Analysis
(4.0 cr)
·
IE 5551 - Production and Inventory Systems
(4.0 cr)
·
IE 5561 - Analytics and Data-Driven Decision Making
(4.0 cr)
Technical Electives
At least 11 additional technical elective credits required.
Take 11 or more credit(s) from the following:
·
ACCT 3001 - Strategic Management Accounting
(3.0 cr)
·
AEM 3031 - Deformable Body Mechanics
(3.0 cr)
·
APEC 5721 - Economics of Science and Technology Policy
(3.0 cr)
·
BLAW 3062 - Contract Law and Corporate Regulation
(2.0 cr)
·
CEGE 3201 - Transportation Engineering
[TS]
(3.0 cr)
·
CEGE 4211 - Highway Design and Traffic Operations
(4.0 cr)
·
CHEM 4501 - Introduction to Thermodynamics, Kinetics, and Statistical Mechanics
(3.0 cr)
·
CSCI 3041 - Introduction to Discrete Structures and Algorithms
(4.0 cr)
·
CSCI 4011 - Formal Languages and Automata Theory
(4.0 cr)
·
CSCI 4041 - Algorithms and Data Structures
(4.0 cr)
·
CSCI 4131 - Internet Programming
(3.0 cr)
·
CSCI 4511W - Introduction to Artificial Intelligence
[WI]
(4.0 cr)
·
CSCI 4707 - Practice of Database Systems
(3.0 cr)
·
CSCI 5521 - Machine Learning Fundamentals
(3.0 cr)
·
CSCI 5523 - Introduction to Data Mining
(3.0 cr)
·
CSCI 5541 - Natural Language Processing
(3.0 cr)
·
CSE 4896 - Cooperative Industrial Assignment I
(2.0 cr)
·
CSE 4996 - Cooperative Industrial Assignment II
(2.0 cr)
·
DES 3131 - User Experience in Design
(4.0 cr)
·
DES 3141 - Technology, Design, and Society
[TS]
(3.0 cr)
·
EE 3005 - Fundamentals of Electrical Engineering
(4.0 cr)
·
EE 5373 - Data Modeling Using R
(1.0 cr)
·
ESPM 3011W - Ethics in Natural Resources
[CIV, WI]
(3.0 cr)
·
ESPM 3221 - Soil Conservation and Land-Use Management
(3.0 cr)
·
ESPM 3241W - Natural Resource and Environmental Policy
[SOCS, CIV, WI]
(3.0 cr)
·
ESPM 3245 - Sustainable Land Use Planning and Policy
[ENV]
(3.0 cr)
·
ESPM 3261 - Economics and Natural Resources Management
[SOCS, ENV]
(4.0 cr)
·
ESPM 3271 - Environmental Policy, Law, and Human Behavior
[CIV, SOCS]
(3.0 cr)
·
ESPM 3602 - Regulations and Corporate Environmental Management
(3.0 cr)
·
ESPM 3603 - Environmental Life Cycle Analysis
(3.0 cr)
·
ESPM 3604 - Environmental Management Systems and Strategy
(3.0 cr)
·
ESPM 3605 - Recycling: Extending Raw Materials
[TS]
(3.0 cr)
·
ESPM 3607 - Natural Resources Consumption and Sustainability
[GP]
(3.0 cr)
·
ESPM 4061W - Water Quality and Natural Resources
[ENV, WI]
(3.0 cr)
·
FINA 3001 - Finance Fundamentals
(3.0 cr)
·
FINA 4221 - Principles of Corporate Finance
(2.0 cr)
·
GCC 3027 - Power Systems Journey: Making the Invisible Visible and Actionable
[TS]
(3.0 cr)
·
HINF 5430 - Foundations of Health Informatics I
(3.0 cr)
·
HINF 5510 - Applied Health Care Databases: Database Principles and Data Evaluation
(3.0 cr)
·
HINF 5531 - Health Data Analytics and Data Science
(3.0 cr)
·
HSM 3521 - Health Care Delivery Systems
(3.0 cr)
·
HSM 4541 - Health Care Finance
(3.0 cr)
·
HSM 4561W - Health Care Administration and Management
[WI]
(3.0 cr)
·
HSM 4575 - Innovation in Health Services
(3.0 cr)
·
IDSC 3001 - Information Systems & Digital Transformation
[TS]
(3.0 cr)
·
IDSC 3103 - Data Modeling and Databases
(2.0 cr)
·
IDSC 3104 - Enterprise Systems
(2.0 cr)
·
IDSC 4110 - Data Engineering for Business Analytics
(2.0 cr)
·
IDSC 4210 - Interactive Data Visualization for Business Analytics
(2.0 cr)
·
IDSC 4411 - Information Technology Governance and Assurance
(2.0 cr)
·
IDSC 4444 - Descriptive and Predictive Analytics
(2.0 cr)
·
IE 5012 - Discrete Optimization Methods and Applications
(4.0 cr)
·
IE 3013 - Optimization for Machine Learning
(4.0 cr)
·
IE 4894 - Directed Senior Honors Thesis
(2.0 cr)
·
IE 5080 - Topics in Industrial Engineering
(1.0-4.0 cr)
·
IE 5111 - Systems Engineering I
(2.0 cr)
·
IE 5113 - Systems Engineering II
(4.0 cr)
·
IE 5441 - Financial Decision Making
(4.0 cr)
·
IE 5513 - Engineering Safety
(4.0 cr)
·
IE 5524 - Process Transformation through Lean Tools
(2.0 cr)
·
IE 5545 - Decision Analysis
(4.0 cr)
·
IE 5551 - Production and Inventory Systems
(4.0 cr)
·
IE 5561 - Analytics and Data-Driven Decision Making
(4.0 cr)
·
MATH 3283W - Sequences, Series, and Foundations: Writing Intensive
[WI]
(4.0 cr)
·
MATH 4242 - Applied Linear Algebra
(4.0 cr)
·
MATH 4603 - Advanced Calculus I
(4.0 cr)
·
MATH 4653 - Elementary Probability
(4.0 cr)
·
MATH 4707 - Introduction to Combinatorics and Graph Theory
(4.0 cr)
·
MATH 5485 - Introduction to Numerical Methods I
(4.0 cr)
·
MATH 5651 - Basic Theory of Probability and Statistics
(4.0 cr)
·
MATS 3011 - Introduction to Materials Science and Engineering
(3.0 cr)
·
ME 3331 - Thermodynamics
(3.0 cr)
·
MGMT 3001 - Fundamentals of Management
(3.0 cr)
·
MGMT 3015 - Introduction to Entrepreneurship
(4.0 cr)
·
MGMT 3045 - Understanding the International Environment of Firms: International Business
(2.0 cr)
·
MGMT 4032 - Corporate Strategy
(2.0 cr)
·
MGMT 4033 - Strategy Implementation
(2.0 cr)
·
MGMT 4035 - Mergers & Acquisitions Strategy
(2.0 cr)
·
MGMT 4044 - Negotiation Strategies
(4.0 cr)
·
MGMT 4055 - Managing Innovation and Change In Action
(2.0 cr)
·
MGMT 4171W - Entrepreneurship in Action I
[WI]
(4.0 cr)
·
MGMT 4172 - Entrepreneurship in Action II
(4.0 cr)
·
MGMT 4173 - New Venture Financing & Seed Stage Investing
(2.0-4.0 cr)
·
MGMT 5102 - StartUp: Customer Development and Testing
(2.0 cr)
·
MKTG 3001 - Principles of Marketing
(3.0 cr)
·
MM 3001W - Manufacturing in the Global Economy
[WI]
(3.0 cr)
·
MM 3305 - Advanced 3D Printing for Innovative Business Practices
(3.0 cr)
·
MM 4039 - The Science of Sourcing: Partnerships for Success
(3.0 cr)
·
MM 4045 - The Product Life Cycle in a Regulated Industry
(3.0 cr)
·
MM 4311 - Sustainable Lean Manufacturing: Eliminating the Waste
(3.0 cr)
·
MOT 4001 - Leadership, Professionalism and Business Basics for Engineers
(2.0 cr)
·
PA 5711 - Science, Technology & Environmental Policy
(3.0 cr)
·
PA 5721 - Energy Systems and Policy
(3.0 cr)
·
PA 5722 - Economics of Environmental Policy
(3.0 cr)
·
PA 5724 - Climate Change Policy
(3.0 cr)
·
PA 5752 {Inactive}
(3.0 cr)
·
PDES 3704 - Computer-Aided Design 1: Solid Modeling and Rendering
(3.0 cr)
·
PDES 3711 - Product Innovation Lab
(4.0 cr)
·
PUBH 3801 - Health Economics and Policy
(3.0 cr)
·
PUBH 6542 - Management of Health Care Organizations
(3.0 cr)
·
PUBH 6717 - Decision Analysis for Health Care
(2.0 cr)
·
SCO 3001 - Sustainable Supply Chain and Operations
(3.0 cr)
·
SCO 3045 - Sourcing and Supply Management
(2.0 cr)
·
SCO 3048 - Transportation and Logistics Management
(2.0 cr)
·
SCO 3051 - Service Management
(2.0 cr)
·
SCO 3056 - Supply Chain Planning and Control
(4.0 cr)
·
SCO 3072 - Managing Technologies in the Supply Chain
(2.0 cr)
·
SSM 3301 - Global Water Resource Use and Sustainability
[ENV]
(3.0 cr)
·
STAT 3022 - Data Analysis
(4.0 cr)
·
STAT 3032 - Regression and Correlated Data
(4.0 cr)
·
STAT 4101 - Theory of Statistics I
(4.0 cr)
·
STAT 4102 - Theory of Statistics II
(4.0 cr)
·
STAT 5101 - Theory of Statistics I
(4.0 cr)
·
STAT 5102 - Theory of Statistics II
(4.0 cr)
·
STAT 5201 - Sampling Methodology in Finite Populations
(3.0 cr)
·
STAT 5302 - Applied Regression Analysis
(4.0 cr)
·
STAT 5303 - Designing Experiments
(4.0 cr)
·
STAT 5401 - Applied Multivariate Methods
(3.0 cr)
·
STAT 5421 - Analysis of Categorical Data
(3.0 cr)
·
STAT 5511 - Time Series Analysis
(3.0 cr)
·
WRIT 3562W - Technical and Professional Writing
[WI]
(4.0 cr)
Program Sub-plans
A sub-plan is not required for this program.
Integrated B.ISyE/MS.ISyE
Students can prepare for a rewarding career in the area of Analytics by earning both a Bachelor's in ISyE and a Master of Science in ISyE (Analytics track) in just five years through ISyE’s integrated B.ISyE/M.S. in ISyE program. Students in the integrated program can save both time and money without sacrificing any aspect of the undergraduate or graduate experience.
Benefits of the Integrated Program
The integrated program offers streamlined early admission to the MS program and the possibility of early completion of the MS degree.
ISyE undergraduate students are eligible to apply to the integrated program as early as spring of their junior year and receive an admission decision by that summer. Admitted students can start earning course credit toward their graduate degree during their senior year. Students who begin their freshman year with credit for three or more Bachelor’s courses can often complete both the Bachelor’s and Master’s degrees within five years (10 semesters).
Completion of the Analytics track M.S. degree allows students to broaden and deepen their knowledge of analytics (optimization, operations research, data analysis, computation, and statistics) considerably beyond what is covered in the undergraduate curriculum. The Analytics track of the M.S. program includes rigorous coursework as well as an industry-sponsored capstone project. Further information about the Analytics track is available at https://cse.umn.edu/isye/ms-analytics.
Integrated Program Curriculum
Students are required to have at least 122 course credits for the Bachelor's degree, and at least 30 additional credits for the Analytics track M.S. degree. Among the 30 M.S. credits, 24 are required course credits and 6 are approved elective credits. Credits cannot be shared between the two degrees; double counting of courses is not allowed.
The sample program below provides just one example of how a student who entered the university as a freshman with three liberal education courses completed can earn the B.ISyE and M.S. in ISyE degrees in five years (10 semesters). Such a student could complete most technical elective courses during the junior year, and begin completing M.S. courses during the senior year. With this plan, the student would graduate with the B.ISyE degree at the end of the 4th year of study, and would graduate with the M.S. degree at the end of the 5th year of study.
Students who entered the university without any credits are also eligible to apply to the integrated program, but they may need an additional semester to complete the Master’s degree.
Sample Fourth- and Fifth-year Course Sequence
This plan is not a contract and is subject to variation. Modifications of the sequence are allowed for those who have completed a different number of undergraduate technical electives.
*Courses marked with asterisks count toward the M.S. degree and cannot also be used as technical electives for the B.ISyE degree.
4th Year Fall Semester
IE 3553—Simulation
IE 4511—Human Factors
IE 4541W—Project Management
STAT 5302—Applied Regression Analysis*
4th Year Spring Semester
IE 4041W—Senior Design
Undergraduate Technical Elective
IE 5561—Analytics and Data-driven Decision Making*
CSCI 5521—Intro to Machine Learning* OR CSCI 5523—Intro to Data Mining*
Graduate with Bachelor's in ISyE at end of Year 4
5th Year Fall Semester
IE 5773—Practice Focused Seminar*
IE 5531—Engineering Optimization I*
IE 5801—Capstone Project Course*
ME 8001—Research Ethics and Professional Practice*
5th Year Spring Semester
IE 5545—Decision Analysis*
Approved M.S. Elective*
Approved M.S. Elective*
Graduate with M.S. at end of Year 5
Additional Notes
No course may be counted toward both degrees. Credits from any individual course may be counted toward at most one of the degrees. Double counting of credits is not allowed.
Courses that will be used to fulfill Master’s degree requirements must appear in this sub-plan by the tenth day of the semester in which the student is enrolled in the courses.
Any final edits or updates to this sub-pan must be reflected on the APAS no later than the last day of instruction in the semester in which the undergraduate degree will be awarded. Courses in this sub-plan by that time cannot be updated at a later time; and, therefore will not be eligible for use towards the Master's degree.
|
|
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1271/Math 1281/Math 1371/ |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1271/Math 1281/Math 1371/ |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1271/Math 1281/Math 1371/ |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1272/Math 1282/Math 1372/ |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1272/Math 1282/Math 1372/ |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1272/Math 1282/Math 1372/ |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2263/Math 2374/Math 2573H |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2263/Math 2374/Math 2573H |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2263/Math 2374/Math 2573H |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Chem 1061/ 1065/ 1071H/ 1081 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Chem 1061/ 1065/ 1071H/ 1081 |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 1.0 [max 1.0] |
Course Equivalencies: | Chem 1065/Chem 1075H |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 1.0 [max 1.0] |
Course Equivalencies: | Chem 1065/Chem 1075H |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Phys 1201W/1301W/1401V/1501V |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Phys 1201W/1301W/1401V/1501V |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Phys 1202W/1302W/1402V/1502V |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Phys 1202W/1302W/1402V/1502V |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 1133/CSci 1133H |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Econ 1101/1165 ApEc 1101/1101H |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 1.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2243/Math 2373/Math 2574H |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2243/Math 2373/Math 2574H |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2243/Math 2373/Math 2574H |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Acct 3001/IBus 3002 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ApEc 3501/Fina 3001/Fina 3001H |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Mktg 3001/Mktg 3001H |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | IE 3553/IE 5553 |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | IE 3522/IE 5522 |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | HumF 5211/IE 5511/ME 5211 |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | IE 4541/IE 5541 |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | IE 4541/IE 5541 |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 1.0 -4.0 [max 8.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Acct 3001/IBus 3002 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CEGE 4211/CEGE 5211 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Chem 3501/4501 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 4041/CSci 4041H |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4131/CSci 5131 |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 4511W/CSci 5511 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4707/CSci 5707/INET 4707 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring & Summer |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Summer |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 1.0 [max 1.0] |
Grading Basis: | A-F only |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ESPM 3241W/ESPM 5241 |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ESPM 3245/ESPM 5245 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | ESPM 3261/ESPM 5261 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ESPM 3602/ESPM 5602 |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ESPM 3603/ESPM 5603 |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ESPM 3604/ESPM 5604 |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ESPM 3605/ESPM 5605 |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ApEc 3501/Fina 3001/Fina 3001H |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Course Equivalencies: | Fina 4221/Fina 4241 |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | GCC 3027/GCC 5027 |
Grading Basis: | A-F only |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | HSM 4541/HSM 6541 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 1.0 -4.0 [max 8.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2283/3283W |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4242/Math 4457 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4606/Math 5615/Math 5616 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 5651/Stat 5101 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ME 3321/ME 3331 |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | IBUS 3010/MGMT 3010/MGMT 3015 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 2.0 [max 2.0] |
Course Equivalencies: | IBus 4050/Mgmt 4055 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 2.0 -4.0 [max 4.0] |
Grading Basis: | OPT No Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Mktg 3001/Mktg 3001H |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 2.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 2.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | PDes 3711/PDes 5711 |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ApEc 3801/PubH 3801 |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Writ 3562V/Writ 3562W |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |