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Graduate Course Descriptions


Course Descriptions for All Classes in the Catalog

Undergraduate Catalog Course Descriptions

Graduate Catalog Course Descriptions


Course Descriptions by Semester


IE 5191 - Advanced Studies in Industrial Engineering

Description: Individually approved research projects and reading courses in industrial engineering. Such individual studies will be graded A, B, C, D, F or X. Subject to the approval of the Graduate Advisor, IE 5191, 5291 and 5391 may be repeated as the topics change. In addition, work on a thesis substitute will be performed under IE 5391. In this case, IE 5391 is graded P/F/R.

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IE 5291 - Advanced Studies in Industrial Engineering

Description: Individually approved research projects and reading courses in industrial engineering. Such individual studies will be graded A, B, C, D, F or X. Subject to the approval of the Graduate Advisor, IE 5191, 5291 and 5391 may be repeated as the topics change. In addition, work on a thesis substitute will be performed under IE 5391. In this case, IE 5391 is graded P/F/R.

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IE 5300 - Topics in Industrial Engineering

Description: A study of selected topics in industrial engineering. May be repeated when topics vary.

Prerequisite: consent of instructor and Graduate Advisor.

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IE 5301 - Advanced Operations Research

Description: A survey of quantitative methods to develop modeling and decision-making skills. Topics include z-transforms and difference equations, Markov Chains, decision analysis techniques, goal programming, game theory, queuing theory and nonlinear programming.

Prerequisites: Both IE 3301 and IE 3315 OR IE 5317 or equivalent.

Textbook(s):Operations Research by Taha. Eighth Edition.

Topics Covered:

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IE 5303 - Quality Systems

Description: Principles and practices of industrial quality control. Topics include the Deming philosophy, process improvements, statistical process control, process capability analysis and product acceptance.

Prerequisite: IE 3301, or IE 5317, or equivalent.

This course is taught as a combined course with IE 4308.

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IE 5304 - Advanced Engineering Economy

Description: Analysis of capital investments in engineering and technical projects. Topics include decision analysis methods, cash flows, revenue requirements, activity-based analysis, multi-attribute decisions, probabilistic analysis and sensitivity/risk analysis.

Prerequisite: graduate standing.

Textbook: The Economic Analysis of Capital Expenditures for Managers and Engineering, G.T. Stevens, Jr., Ginn Press, 1994, ISBN 0-536-58346-3.

Course Learning Goals/Objectives:

Topics Covered:

Last Updated: For Fall 2010 Semester

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IE 5305 - Linear Programming

Description: Theory and applications of linear programming including the simplex method, computational complexity, column generation and integer programming.

Prerequisite: IE 3315 or IE 5317.

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IE 5306 - Dynamic Optimization

Description: Dynamic optimization methods including dynamic programming, the calculus of variations, and optimal control theory. Emphasis is on the modeling and solution of practical problems using these techniques.

Prerequisites: IE 3301 and IE 3315, or equivalent.

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IE 5307 - Queueing Theory

Description: The fundamentals of queueing theory including Markovian birth-death models, networks of queues, and general arrival and service distributions.

Prerequisites: IE 3301 or IE 5317, or equivalent.

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IE 5309 - Stochastic Processes

Description: The study of probabilistic model building including the fundamentals of both discrete and continuous Markov chains, queueing theory and renewal theory.

Prerequisites: IE 3301 or IE 5317, or equivalent.

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IE 5310 - Production Systems Design

Description: Methods for the design and analysis of manufacturing and logistics systems. Emphasis is placed on reducing cycle time, increasing throughput, lowering variation, and improving both quality and customer responsiveness through modeling techniques.

Prerequisites: IE 5317 or equivalent, IE 5301 or concurrent and IE 5329 or concurrent or equivalent.

Text(s): Factory Physics. Wallace Hopp and Mark Spearman, McGraw-Hill, 3rd Edition

Course Learning Goals/Objectives: This course is designed for the student already knowledgeable of basic queuing theory, inventory control, and probability models. By the end of the course, the student will be able to analyze and evaluate the underlying behavior of manufacturing systems using a systematic approach.

Topics Covered:

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IE 5311 - Decision Analysis

Description: A survey of methods for making optimal decisions. Topics include decision models, formal logic, fuzzy controls, statistical decision theory, game theory, multiobjective decisions, stochastic programming, information theory and qualitative aspects of the decisions.

Prerequisites: IE 5301 or concurrent.

Textbook: None.

Other Required Material: Handouts will be given in class.

Course Learning Goals/Objectives: This course is designed to develop decision-making skills using logical reasoning and quantitative methods.

Topics Covered:

Last updated: For Fall 2010 semester

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IE 5312 - Planning and Conrol of Enterprise Systems

Description: A continuation of IE 5329 covering enterprise resource planning systems (ERP) and other advanced production control techniques. Computer modeling is emphasized.

Prerequisites: IE 5329.

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IE 5313 - Reliability and Advanced Quality Control Topics

Description: Includes advanced quantitative topics in reliability design and quality control. Management of reliability and quality control functions are also included.

Prerequisites: IE 4308 or IE 5303.

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IE 5314 - Safety Engineering

Description: Methods to identify, measure, analyze, and evaluate safety hazards in the workplace. Scientific and managerial methods to prevent or control safety hazards.

Prerequisites: graduate standing.

Textbook(s): The Safety and Health Handbook by David L. Goetsch (latest edition)

Topics Covered:

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IE 5317 - Introduction to Statistics and Operations Research

Description: Topics include descriptive statistics, set theory, combinatorics, mathematical expectation, probability distributions, confidence interval estimation, linear programming, the simplex and dual simplex algorithms, transportation and assignment problems, integer programming, and network analysis.

Prerequisites: Math 2326 or equivalent and permission of advisor.

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IE 5318 - Applied Regression Analysis

Description: An in-depth study of one predictor variable followed by the matrix approach to multiple linear regression. Topics include estimation, prediction, analysis of variance, residual analysis, transformations, multicollinearity, model selection, weighted least squares, ridge regression, and robust regression.

Prerequisites: IE 3301 or IE 5317 or equivalent.

Textbook: Applied Linear Statistical Models, Fifth Edition, Michael H. Kutner, Christopher J. Nachtsheim, John Neter, William Li, 2004 (CD inside the cover).

Course Objectives:

Last updated: For Fall 2010 semester

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IE 5319 - Advanced Statistical Process Control and Time Series Analysis

Description: Design of control schemes for statistical monitoring and control of modern manufacturing systems. Topics include charts for process control, effect of autocorrelation on SPC charts, and sampling plans for acceptance inspection.

Prerequisites: IE 3301 and IE 5303 or equivalent.

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IE 5320 - Enterprise Engineering Methods

Description: A survey of enterprise engineering methods. Topics include system development methodology, discussion of enterprise architectures, activity modeling, business modeling, activity-based performance analysis, and process improvement.

Prerequisites: graduate standing.

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IE 5321 - Enterprise Analysis and Design

Description: An in-depth study of techniques useful for the analysis and design of the manufacturing enterprise. This course presents an advanced process description technique that is used, with simulation and activity based costing, to facilitate analysis and design.

Prerequisites: IE 5320 and IE 5322, or concurrent enrollment.

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IE 5322 - Simulation and Optimization

Description: An in-depth study of discrete event simulation theory and practice. Optimization and search techniques used in conjunction with simulation experiments are introduced. A commercial simulation software application is used.

Prerequisites: Prerequisite: IE 5317 or equivalent.

Text(s): Simulation with ARENA, W. David Kelton, Randall P. Sadowski, and David Sturrock.

Additional Recommended Material:

Student Learning Outcome:

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IE 5326 - Industrial Biomechanics

Description: The development and application of biomechanical models of physical work tasks, especially manual materials handling and hard-arm work activities.

Prerequisites: Graduate Standing.

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IE 5329 - Production and Inventory Control Systems

Description: The fundamentals of production and inventory control systems. The economic impacts of fluctuating demand, supply availability and production rates are examined.

Prerequisites: graduate standing.

Textbooks: Factory Physics, Foundations of Manufacturing Management by W. J. Hopp and M. L. Spearman, Irwin, 2008.

Course Objectives:

Topics Covered:

  1. Manufacturing in America(.5 classes)
  2. Factory Physics? (.5 classes)
  3. Inventory Control: From EOQ to ROP (6 classes)
  4. The MRP Crusade (2 classes)
  5. The JIT Revolution (2 classes)
  6. Basic Factory Dynamics (2 classes)
  7. Variability Basics (3classes)
  8. The Corrupting Influence of Variability (3 classes)
  9. Push and Pull Production Systems (1 class)
  10. A Pull Planning Framework (4 classes)
  11. Production Scheduling (3 classes)

Last updated: For Fall 2010 semester

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IE 5330 - Automation and Advanced Manufacturing

Description: The design of automated and advanced production processes for manufacturing. Topics include numerical control, robotics, group technology, just-in-time, automated inspection and flexible manufacturing systems.

Prerequisites: graduate standing.

This course is taught as a combined course with IE 4325.

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IE 5331 - Idustrial Ergonomics

Description: The analysis and design of physical work, workplace, and hand tools using ergonomic principles for enhancing performance, health, and safety. Work refers mainly to whole body and hand-arm activities, while workplace refers to industrial and computerized office environments. Applications focus on people's anthropometric, musculoskeletal and psychological characteristics.

Prerequisites: Graduate standing.

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IE 5332 - Nonlinear Programming

Description: Methods for nonlinear optimization including classical theory; gradient methods; sequential unconstrained methods; convex programming; genetic algorithms; simulated annealing; and separable, quadratic, and geometric programming.

Prerequisites: graduate standing.

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IE 5333 - Logistics Transportation Systems Design

Description: The design and analysis of domestic and international transportation systems of people, processes, and technology. Topics include the role of transportation in the extended enterprise, transportation modeling and optimization techniques, value-added supply chain issues, and financial performance measures.

Prerequisites: IE 5317 or equivalent, IE 5301 or concurrent, and 5329 or concurrent, or equivalent.

Textbook(s): Designing and Managing the Supply Chain. Authors: D. Simchi-Levi, P. Kaminsky, and E. Simchi-Levi, McGraw Hill, 3rd edition, 2008.

Course Learning Objective/Goals: This course is designed for the student already knowledgeable of basic queuing theory, inventory control, and probability models. By the end of the course, the student will be able to analyze and evaluate the underlying behavior of logistics transportation systems and integrated supply chain networks using a systematic approach.

Topics Covered:

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IE 5334 - Logistics Distribution Systems Design

Description: The design and analysis of distribution systems of people, processes and technology. The focus is on distribution, warehousing and material handling. Topics include the role of the warehouse in the extended enterprise, warehouse planning, process design, layout, equipment selection, workforce and workplace issues, and financial performance measures.

Prerequisites: IE 5317 or equivalent, IE 5301 or concurrent, and IE 5329 or concurrent, or equivalent.

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IE 5335 - Advanced Occupational Environmental Hygiene Engineering

Description: Interaction of workers with physical environmental agents such as heat, cold, noise, vibration, illumination, radiation, and gravity. The design of work and the workplace to control environmental stresses, and their effects on workers' performance, health and safety.

Prerequisites: graduate standing.

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IE 5338 - Human Engineering

Description: Human structural, physiological, psychological, and cognitive capacities and limitations in the workplace, and their effects on the design of work systems to enhance productivity, and maintain health and safety.

Prerequisites: IE 3301 or equivalent, or consent of instructor.

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IE 5339 - Product Design, Development, Producibility, and Reliability Design

Description: This course covers product development and engineering design process with a focus on collaborative design. Software, manufacturing, reliability, testing, logistical and product support considerations are emphasized.

Prerequisites: graduate standing.

Textbook: None.

Course Learning Goals/Objectives:

  1. Students will demonstrate an understanding of the terminology, acronyms and concepts of product development, producibility and reliability.
  2. For this area of knowledge, the objectives include ABET criteria of
  3. Recognition of the need for, and an ability to engage in life-long learning
  4. Knowledge of contemporary issues (current, modern)
  5. Ability to use the techniques, skills, & modern engineering tools necessary for engineering practice

Last Updated: For Fall 2010 Semester

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IE 5342 - Metrics and Measurement

Description: Work measurement, methods improvements, and performance measurement. A survey of enterprise and management measurement systems is presented.

Prerequisites: IE 5317 or equivalent.

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IE 5345 - Management of Knowledge and Technology

Description: Review of contemporary issues in knowledge management, databases, decision support systems, and intelligent systems. Topics include knowledge acquisition, intelligent database design, decision support systems, data mining, knowledge transfer, and collaborative development.

Prerequisites: graduate standing.

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IE 5346 - Technology Development and Deployment

Description: Review of management issues in developing and implementing new technologies and methodologies into an organization. Topics include technology forecasting, management of technology based projects, technological competitiveness, technology alliances, and collaboration.

Prerequisites: graduate standing.

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IE 5350 - Graduate Design Capstone

Description: Practicum in Industrial Engineering techniques consisting of professional level experience in a relevant company, agency, or institution. This technical experience is directed by a supervising professor and requires the writing of a professional report.

Prerequisites: 24 hours of graduate work in Industrial Engineering.

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IE 5351 - Introduction to Systems Engineering

Description: This course includes a survey of concepts, principles and processes required to engineer complex systems throughout the life-cycle from concept through disposal.

Prerequisites: graduate standing and permission of advisor.

Textbook: INCOSE Systems Engineering Handbook (Version 3.1) http://www.incose.org/ProductsPubs/incosestore.aspx

Course Learning Goals/Objectives:This course introduces the evolving discipline of systems engineering. The course includes a survey of the broad, rich, and diverse topics in systems engineering and provides a high level view of concepts, principles, and processes required for engineering complex systems. The course establishes a framework for understanding the breadth of systems engineering and is a prerequisite to the other core systems engineering courses (IE 5352, IE 5353, and IE 5354) which cover systems engineering concepts and processes in significant depth and which provide both the fundamental and applied management and technical knowledge to support the development of large scale complex systems.

Topics Covered:

Last Updated: For Fall 2010 Semester

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IE 5352 - Systems Engineering I

Description: A study of systems engineering topics including technical planning and management, supply processes, requirements definition and analysis, functional analysis, and trade-off analysis.

Prerequisites: IE 5351.

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IE 5353 - Systems Engineering II

Description: A continuation of IE 5352. Topics include risk management, systems design and implementation, acquisition processes, assessment and control, earned value management, technical process management, and enabling products.

Prerequisites: IE 5352.

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IE 5354 - Systems Engineering III

Description: A continuation of IE 5353. Topics include system verification, validation and transition to use, specialty engineering, improving SE processes, SE and relationships to international programs, object oriented systems engineering and configuration management. A comprehensive student project it required.

Prerequisites: IE 5353.

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IE 5391 - Advanced Studies in Industrial Engineering

Description: Individually approved research projects and reading courses in industrial engineering. Such individual studies will be graded A, B, C, D, F or X. Subject to the approval of the Graduate Advisor, IE 5191, 5291 and 5391 may be repeated as the topics change. In addition, work on a thesis substitute will be performed under IE 5391. In this case, IE 5391 is graded P/F/R.

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IE 5398 - Thesis

Description: Graded F, R.

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IE 5698 - Thesis

Description: Graded P, F, R.

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IE 6197 - Research in Industrial Engineering

Description: Supervised research projects directed toward the dissertation. Graded P, R, F.

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IE 6297 - Research in Industrial Engineering

Description: Supervised research projects directed toward the dissertation. Graded P, R, F.

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IE 6301 - Enterprise Architectures and Frameworks

Description: A survey of enterprise architectures and analysis frameworks that have been proposed for the integration of large complex enterprise systems. Emphasis is placed on state-of-the-art approaches.

Prerequisites: IE 5320.

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IE 6302 - Facilities Planning and Design

Description: Facilities planning through layout design. Product flow, space-activity relationships, personnel requirements, and material handling are considered, as well as receiving, shipping, warehousing, and integration with manufacturing. Facilities planning models are explored.

Prerequisites: IE 5317 or equivalent, IE 5301 or concurrent, and IE 5329, or concurrent or equivalent.

Textbook(s): Facilities Planning. Tompkins, White, et.al. John Wiley, 4th edition, 2010.

Course Learning Goals/Objectives: This course is designed to develop facilities planning and layout skills, including the ability to apply quantitative methods to decision-making in the areas of selecting, preparing, presenting, and implementing facilities plans. These skills have broad applications and can be useful for the planning and design of a manufacturing enterprise, hospital, airport, warehouse/distribution center, bank, office, retail store, etc.

Topics Covered:

Last Updated: For Fall 2010 Semester

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IE 6303 - Combinatorial Optimization

Description: A survey of problems and algorithms in combinational optimization. Topics include shortest paths, minimum-weight spanning trees, matroids, matchings, optimal assignments and set packing.

Prerequisites: IE 5305 or consent of instructor.

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IE 6305 - Engineering Management I

Description: The management of the engineering function in high-technology industry with principal emphasis on the historical development of industrial management principles, decision-making and planning.

Prerequisites: Graduate standing.

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IE 6306 - Engineering Management II

Description: The management of the engineering function in high-technology industry with principal emphasis on human resources and staffing, directing and leading, and controlling.

Prerequisites: IE 6305.

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IE 6308 - Design of Experiments

Description: Introduction to statistical design and analysis of experiments with applications from engineering, health care and business. Analysis includes analysis of variance, multiple comparisons and model adequacy. Designs include complete factorial, complete block, incomplete block, Latin square, Youden, two-level fractional factorial and hierachically nested.

Prerequisites: IE 5318 or consent of instructor.

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IE 6309 - Response Surface Methodology and Computer Experiments

Description: Empirical model building and process optimization using experimental design and statistical modeling. The first half of the course covers first and second order models and designs, multiresponse experiments and mixture experiments. The second half introduces designs based on Latin hypercubes, orghogonal arrays, and number-based theoretic methods, plus models using kriging, multivariate adaptive regression splines and neural networks.

Prerequisites: IE 6308

Textbooks:

Supplemental Textbooks:

Course Objectives:

    At the end of this course, students should be able to:
  1. Understand fundamental concepts of matching experimental designs with analysis models.
  2. Recognize types of experimental designs and analysis models.
  3. Perform and interpret a proper response surface analysis.
  4. Perform and interpret a proper computer experiment study.

Topics Covered:

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IE 6310 - Industrial Applications

Description: Project oriented course focusing on the requirements and selection criteria for the integration of technology into simple and complex industrial activities.

Prerequisites: IE 5330

Textbooks:

Other Required Materials: Handouts

Course Learning Goals/Objectives: This course will provide an understanding of the relationships between the process and product requirements of a manufacturing activity in order to analyze, design, and develop the concepts needed to put together integrated systems.

Topices Covered: As a project course, the topics depend on the area of focus for that semester. Topics will vary for each semester. Contact the Professor for this year’s topic.

Last updated: Spring 2011

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IE 6397 - Research in Industrial Engineering

Description: Supervised research projects directed toward the dissertation. Graded P, R, F.

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IE 6399 - Dissertation

Description: Graded F, R.

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IE 6697 - Research in Industrial Engineering

Description: Supervised research projects directed toward the dissertation. Graded P, R, F.

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IE 6699 - Dissertation

Description: Graded F, R, P, W.

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IE 6997 - Research in Industrial Engineering

Description: Supervised research projects directed toward the dissertation. Graded P, R, F.

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IE 6999 - Dissertation

Description: Graded P, F, R.

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IE 7399 - Doctoral Degree Completion

Description: This course may be taken during the semester in which a student expects to complete all requirements for the doctoral degree and graduate. Enrolling in this course meets minimum enrollment requirements for graduation, for holding fellowships awarded by The Office of Graduate Studies and for full-time GTA or GRA positions. Students should verify that enrollment in this course meets other applicable enrollment requirements. To remain eligible in their final semester of study for grants, loans or other forms of financial aid administered by the Financial Aid Office must enroll in a minimum of 5 hours as required by the Office of Financial Aid. Other funding sources may also require more than 3-hours of enrollment. Additional hours may also be required to meet to requirements set by immigration law or by the policies of the student's degree program. Students should contact the Financial Aid Office, other sources of funding, Office of International Education and/or their graduate advisor to verify enrollment requirements before registering for this course. This course may only be taken once and may not be repeated. Students who do not complete all graduation requirements while enrolled in this course must enroll in a minimum of 6 dissertation hours (6699 or 6999) in their graduation term. Graded P/F/R.

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