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 M.S.I.SY.E.Industrial and Systems Engineering
College of Science and Engineering
Link to a list of faculty for this program.
Contact Information
Industrial and Systems Engineering Graduate Program, University of Minnesota, 100 Union Street SE, Minneapolis, MN 55455 (612-624-1582; fax 612-624-0944)
Email:
isye@umn.edu
Website: https://cse.umn.edu/isye/
Along with the program-specific requirements listed below, please read the
General Information section of
this
website for requirements that apply to all major fields.
The industrial and systems engineering (ISyE) program offers coursework and research in industrial and systems engineering, operations research, and human factors. Special emphasis is on methodologies for design, planning, and management of service and manufacturing systems. Examples of research applications include logistics, transportation, healthcare delivery systems, revenue management, and supply chain management.
The Department of Industrial & Systems Engineering offers an MS degree with three tracks: Analytics; Industrial Engineering; or Systems Engineering. MS degree applicants must indicate which track they are applying for on the application form. Note that the admission requirements for the three tracks are different. In addition, the ISyE program also offers a dual MS in ISyE and Civil Engineering (Transportation Engineering focus) and an integrated bachelor's/master's program.
Program Delivery
Prerequisites for Admission
The preferred undergraduate GPA for admittance to the program
is 3.00.
A baccalaureate degree in engineering or a closely related field is required.
Other requirements to be completed before admission:
Eligibility requirements for the integrated BS/MS program:
-Students must be enrolled in the Industrial and Systems Engineering undergraduate program at the University of Minnesota Twin Cities.
-Applicants must have a minimum cumulative GPA of at least 3.4 or a strong letter of recommendation from an ISyE faculty member.
-The following IE courses must be completed or in progress at the time of application: 1101, 2021, 3011, 3012, 3521, 3522, 4011, and 4551.
Special Application Requirements:
All application materials should be submitted electronically through the Graduate Admissions Office.
Applicants to the systems engineering track are required to have at least two years of professional work experience in a technical field. Promising candidates with less experience will be considered under exceptional circumstances. Applicants must submit a personal statement and three letters of recommendation. In addition to the academic record, the professional record of the applicant and the letters of recommendation carry weight in admission decisions. A GRE score is not required for applicants to the systems engineering track.
Applicants to the industrial engineering and analytics tracks must submit a GRE score. Letters of recommendation are not required, but are highly recommended if you want to be considered for financial aid.
Applications for the analytics track are accepted for fall semester only.
The application deadlines are February 15 for fall semester and October 15 for spring semester.
Applicants must submit their test score(s) from the following:
International applicants must submit score(s) from one of the following tests:
Key to test
abbreviations
(GRE, TOEFL, IELTS).
For an online application or for more information about graduate education admissions, see the
General Information section of this
website.
Program Requirements
Plan A: Plan A requires
14
major credits,
6
credits outside the major,
and
10
thesis credits.
The final exam is oral.
Plan B: Plan B requires
16 to 24
major credits and
6 to 14
credits outside the major.
The final exam is oral.
Plan C: Plan C requires
14 to 26
major credits and
6 to 16
credits outside the
major.
There is no final exam.
This program may be completed with a minor.
Use of 4xxx courses towards program requirements is not permitted.
A minimum GPA of 2.80
is required for students to remain in good standing.
Courses must be taken on the A/F grade basis, unless only offered S/N, with a minimum grade of B- earned for each course.
The Master of Science in Industrial and Systems Engineering (M.S.I.Sy.E.) is offered with three tracks: Analytics, Industrial Engineering, or Systems Engineering.
Students may replace a required course with a qualifying replacement course if they have taken the equivalent of the required course elsewhere.
Joint- or Dual-degree Coursework:
Dual M.S. in ISyE and Civil Engineering (Transportation Engineering Focus):
Students may take a total of 15 credits in common
among the academic programs.
Program Sub-plans
Students are required to complete one of the following sub-plans.
Students may not complete the program with more than one sub-plan.
Analytics
This sub-plan is limited to students completing the program under Plan C.
The analytics track is a coursework-only option (Plan C) requiring 30-32 credits. Students proceed through the program and advance as a cohort. The program requires 24 credits in core courses and a minimum of 6 credits in elective courses. In addition, non-native English speakers are required to take the 2-credit course ESL 5008.
Required Courses (24 credits)
IE 5531 - Engineering Optimization I
(4.0 cr)
IE 5532 - Stochastic Models
(4.0 cr)
IE 5561 - Analytics and Data-Driven Decision Making
(4.0 cr)
IE 5773 - Practice-focused Seminar
(1.0 cr)
IE 5801 - Capstone Project
(4.0 cr)
STAT 5302 - Applied Regression Analysis
(4.0 cr)
Electives (6 credits)
In consultation with adviser, select a minimum of 6 credits from the following. Additional courses may be approved by the Director of Graduate Studies.
CSCI 5521 - Machine Learning Fundamentals
(3.0 cr)
CSCI 5523 - Introduction to Data Mining
(3.0 cr)
CSCI 5751 - Big Data Engineering and Architecture
(3.0 cr)
IE 5441 - Financial Decision Making
(4.0 cr)
IE 5522 - Quality Engineering and Reliability
(4.0 cr)
IE 5541 - Project Management
(4.0 cr)
IE 5545 - Decision Analysis
(4.0 cr)
IE 5551 - Production and Inventory Systems
(4.0 cr)
IE 5553 - Simulation
(4.0 cr)
PUBH 7461 - Exploring and Visualizing Data in R
(2.0 cr)
PUBH 7475 - Statistical Learning and Data Mining
(3.0 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)
STAT 5601 - Nonparametric Methods
(3.0 cr)
English Proficiency (0-2 credits)
Non-native English speakers are required to take the following:
ESL 5008 - Speaking for Professional Settings
(2.0 cr)
Industrial Engineering
The industrial engineering track has three options:
-Plan A (thesis) requires 30 credits: 14 in the major, 6 outside IE, and 10 thesis credits.
-Plan B (project) requires 30 credits: 17 in the major, which may include 4 credits for the Plan B project course, 6 outside IE, and 7 additional elective credits.
-Plan C (coursework) requires 32 credits: 17 in the major, 6 outside IE, and 9 additional elective credits.
Required Courses (13-17 credits)
All students take IE 5531 and 5532 for 8 credits.
IE 5531 - Engineering Optimization I
(4.0 cr)
IE 5532 - Stochastic Models
(4.0 cr)
Electives (7-15 credits)
In consultation with adviser, select courses from the following to complete the minimum course credit requirements. A minimum of 6 credits must be from non-IE courses. Additional courses may be approved by the Director of Graduate Studies.
APEC 8001 - Applied Microeconomic Analysis of Consumer Choice and Consumer Demand
(2.0 cr)
APEC 8002 - Applied Microeconomic Analysis of Production and Choice Under Uncertainty
(2.0 cr)
APEC 8206 - Dynamic Optimization: Applications in Economics and Management
(3.0 cr)
APEC 8211 - Econometric Analysis I
(2.0 cr)
CSCI 5421 - Advanced Algorithms and Data Structures
(3.0 cr)
CSCI 5521 - Machine Learning Fundamentals
(3.0 cr)
CSCI 5523 - Introduction to Data Mining
(3.0 cr)
CSCI 5525 - Machine Learning: Analysis and Methods
(3.0 cr)
CSCI 5801 - Software Engineering I
(3.0 cr)
ECON 8117 - Noncooperative Game Theory
(2.0 cr)
HINF 5502 - Python Programming Essentials for the Health Sciences
(1.0 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 5522 - Quality Engineering and Reliability
(4.0 cr)
IE 5531 - Engineering Optimization I
(4.0 cr)
IE 5532 - Stochastic Models
(4.0 cr)
IE 5541 - Project Management
(4.0 cr)
IE 5545 - Decision Analysis
(4.0 cr)
IE 5551 - Production and Inventory Systems
(4.0 cr)
IE 5553 - Simulation
(4.0 cr)
IE 5561 - Analytics and Data-Driven Decision Making
(4.0 cr)
IE 5773 - Practice-focused Seminar
(1.0 cr)
IE 5801 - Capstone Project
(4.0 cr)
IE 8521 - Optimization
(4.0 cr)
IE 8531 - Discrete Optimization
(4.0 cr)
IE 8532 - Stochastic Processes and Queuing Systems
(4.0 cr)
IE 8533 - Advanced Stochastic Processes and Queuing Systems
(4.0 cr)
IE 8534 - Advanced Topics in Operations Research
(1.0-4.0 cr)
IE 8552 - Advanced Topics in Production, Inventory, and Distribution Systems
(4.0 cr)
MATH 5615H - Honors: Introduction to Analysis I
(4.0 cr)
MATH 5616H - Honors: Introduction to Analysis II
(4.0 cr)
MATH 8651 - Theory of Probability Including Measure Theory
(3.0 cr)
MBA 6031 - Financial Accounting
(3.0 cr)
MBA 6221 - Supply Chain & Operations
(3.0 cr)
MGMT 6004 - Negotiation Strategies
(2.0 cr)
MILI 6985 - The Health Care Marketplace
(2.0 cr)
MKTG 8810 - Consumer Behavior Special Topics
(2.0 cr)
MOT 5001 - Technological Business Fundamentals
(2.0 cr)
MOT 5002 - Creating Technological Innovation
(3.0 cr)
PUBH 6325 - Data Processing with PC-SAS
(1.0 cr)
PUBH 7461 - Exploring and Visualizing Data in R
(2.0 cr)
PUBH 7475 - Statistical Learning and Data Mining
(3.0 cr)
SCO 6041 - Project Management
(2.0 cr)
SCO 6056 - Managing Supply Chain Operations
(4.0 cr)
SCO 6059 - Quality Management and Lean Six Sigma
(4.0 cr)
SCO 6072 - Managing Technologies in the Supply Chain
(2.0 cr)
STAT 5021 - Statistical Analysis
(4.0 cr)
STAT 5302 - Applied Regression Analysis
(4.0 cr)
STAT 5401 - Applied Multivariate Methods
(3.0 cr)
Plan Options
-OR-
Plan B (0-4 credits)
Plan B students must either take the Plan B course IE 8794 or complete one to three Plan B papers, determined in consultation with the adviser.
IE 8794 - Industrial Engineering Research
(1.0-6.0 cr)
-OR-
Plan C
Plan C students do not have additional requirements.
Systems Engineering
This sub-plan is limited to students completing the program under Plan C.
The systems engineering track is a coursework-only option (Plan C) requiring 30 credits.
Electives (16 credits)
In consultation with adviser, select courses from the following to complete course credit requirements. A minimum of 6 credits must be from non-IE courses. Additional courses may be approved by the Director of Graduate Studies.
APEC 8001 - Applied Microeconomic Analysis of Consumer Choice and Consumer Demand
(2.0 cr)
APEC 8002 - Applied Microeconomic Analysis of Production and Choice Under Uncertainty
(2.0 cr)
APEC 8206 - Dynamic Optimization: Applications in Economics and Management
(3.0 cr)
APEC 8211 - Econometric Analysis I
(2.0 cr)
CSCI 5421 - Advanced Algorithms and Data Structures
(3.0 cr)
CSCI 5521 - Machine Learning Fundamentals
(3.0 cr)
CSCI 5523 - Introduction to Data Mining
(3.0 cr)
CSCI 5525 - Machine Learning: Analysis and Methods
(3.0 cr)
CSCI 5801 - Software Engineering I
(3.0 cr)
ECON 8117 - Noncooperative Game Theory
(2.0 cr)
HINF 5502 - Python Programming Essentials for the Health Sciences
(1.0 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 5522 - Quality Engineering and Reliability
(4.0 cr)
IE 5531 - Engineering Optimization I
(4.0 cr)
IE 5532 - Stochastic Models
(4.0 cr)
IE 5541 - Project Management
(4.0 cr)
IE 5545 - Decision Analysis
(4.0 cr)
IE 5551 - Production and Inventory Systems
(4.0 cr)
IE 5553 - Simulation
(4.0 cr)
IE 5561 - Analytics and Data-Driven Decision Making
(4.0 cr)
IE 5773 - Practice-focused Seminar
(1.0 cr)
IE 5801 - Capstone Project
(4.0 cr)
IE 8521 - Optimization
(4.0 cr)
IE 8531 - Discrete Optimization
(4.0 cr)
IE 8532 - Stochastic Processes and Queuing Systems
(4.0 cr)
IE 8533 - Advanced Stochastic Processes and Queuing Systems
(4.0 cr)
IE 8534 - Advanced Topics in Operations Research
(1.0-4.0 cr)
IE 8552 - Advanced Topics in Production, Inventory, and Distribution Systems
(4.0 cr)
MATH 5615H - Honors: Introduction to Analysis I
(4.0 cr)
MATH 5616H - Honors: Introduction to Analysis II
(4.0 cr)
MATH 8651 - Theory of Probability Including Measure Theory
(3.0 cr)
MBA 6031 - Financial Accounting
(3.0 cr)
MBA 6221 - Supply Chain & Operations
(3.0 cr)
MGMT 6004 - Negotiation Strategies
(2.0 cr)
MILI 6985 - The Health Care Marketplace
(2.0 cr)
MKTG 8810 - Consumer Behavior Special Topics
(2.0 cr)
MOT 5001 - Technological Business Fundamentals
(2.0 cr)
MOT 5002 - Creating Technological Innovation
(3.0 cr)
PUBH 6325 - Data Processing with PC-SAS
(1.0 cr)
PUBH 7461 - Exploring and Visualizing Data in R
(2.0 cr)
PUBH 7475 - Statistical Learning and Data Mining
(3.0 cr)
SCO 6041 - Project Management
(2.0 cr)
SCO 6056 - Managing Supply Chain Operations
(4.0 cr)
SCO 6059 - Quality Management and Lean Six Sigma
(4.0 cr)
SCO 6072 - Managing Technologies in the Supply Chain
(2.0 cr)
STAT 5021 - Statistical Analysis
(4.0 cr)
STAT 5302 - Applied Regression Analysis
(4.0 cr)
STAT 5401 - Applied Multivariate Methods
(3.0 cr)
Integrated B.I.Sy.E./M.S.I.Sy.E.
This sub-plan is optional and does not fulfill the sub-plan requirement for
this program.
This sub-plan is limited to students completing the program under Plan C.
The Department of Industrial and Systems Engineering offers an integrated bachelor's/master's degree program. The program makes it possible for students to earn both a bachelor's degree (B.I.Sy.E.) and a master's degree (M.S.I.Sy.E.) in Industrial and Systems Engineering in five years. The program has several benefits: a streamlined admissions process from the undergraduate to the graduate program; graduate student status granted in the senior year; eligibility for teaching and research assistantships; and, flexibility in fulfilling required courses for both degrees simultaneously in the last two years of study. The integrated program is available only for the Analytics Track.
Both the BISyE and MSISyE degrees must be completed in their entirety, with no courses shared between them. The graduate degree cannot be earned before the undergraduate requirements are satisfied. Admitted students who decide not to complete the MSISyE degree are permitted to count credits originally planned for the graduate program toward their undergraduate technical electives.
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Credits: | 4.0 [max 4.0] |
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Grading Basis: | S-N or Aud |
Typically offered: | Every Fall |
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Grading Basis: | A-F only |
Typically offered: | Every Fall |
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Typically offered: | Periodic Fall |
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Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | IE 3522/IE 5522 |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | IE 4541/IE 5541 |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
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] |
Course Equivalencies: | IE 3553/IE 5553 |
Typically offered: | Periodic Fall & Spring |
Credits: | 2.0 [max 2.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
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: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
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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 |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | HumF 5211/IE 5511/ME 5211 |
Grading Basis: | A-F or Aud |
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: | 1.0 [max 1.0] |
Grading Basis: | S-N or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 1.0 [max 1.0] |
Grading Basis: | S-N or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Course Equivalencies: | ApEc 8001/Econ 8001/Econ 8101 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 2.0 [max 2.0] |
Course Equivalencies: | ApEc 8002/Econ 8002/Econ 8102 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 2.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
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: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Prerequisites: | 2041 or # |
Typically offered: | Every Fall |
Credits: | 2.0 [max 2.0] |
Typically offered: | Every Fall |
Credits: | 1.0 [max 1.0] |
Grading Basis: | S-N or Aud |
Typically offered: | Every Fall & Spring |
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: | 4.0 [max 4.0] |
Course Equivalencies: | IE 3522/IE 5522 |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
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 & Spring |
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] |
Course Equivalencies: | IE 3553/IE 5553 |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 1.0 [max 1.0] |
Grading Basis: | S-N or Aud |
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] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 8.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Periodic Spring |
Credits: | 1.0 -4.0 [max 8.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 8.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
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, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 2.0 [max 2.0] |
Course Equivalencies: | MILI 5990/6990/3585/5585 |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 8.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall & Spring |
Credits: | 2.0 [max 2.0] |
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: | 1.0 [max 1.0] |
Typically offered: | Every Spring |
Credits: | 2.0 [max 2.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & 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 Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 1.0 -18.0 [max 50.0] |
Grading Basis: | No Grade |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 1.0 -6.0 [max 10.0] |
Typically offered: | Every Fall, Spring & Summer |
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] |
Course Equivalencies: | IE 4541/IE 5541 |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | IE 3553/IE 5553 |
Typically offered: | Periodic Fall & Spring |
Credits: | 2.0 [max 2.0] |
Course Equivalencies: | ApEc 8001/Econ 8001/Econ 8101 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 2.0 [max 2.0] |
Course Equivalencies: | ApEc 8002/Econ 8002/Econ 8102 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 2.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
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: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Prerequisites: | 2041 or # |
Typically offered: | Every Fall |
Credits: | 2.0 [max 2.0] |
Typically offered: | Every Fall |
Credits: | 1.0 [max 1.0] |
Grading Basis: | S-N or Aud |
Typically offered: | Every Fall & Spring |
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: | 4.0 [max 4.0] |
Course Equivalencies: | IE 3522/IE 5522 |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
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 & Spring |
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] |
Course Equivalencies: | IE 3553/IE 5553 |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 1.0 [max 1.0] |
Grading Basis: | S-N or Aud |
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] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 8.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Periodic Spring |
Credits: | 1.0 -4.0 [max 8.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 8.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
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, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 2.0 [max 2.0] |
Course Equivalencies: | MILI 5990/6990/3585/5585 |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 8.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall & Spring |
Credits: | 2.0 [max 2.0] |
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: | 1.0 [max 1.0] |
Typically offered: | Every Spring |
Credits: | 2.0 [max 2.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & 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 Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |