Doctor of Philosophy in Electrical & Computer Engineering

Degree and GPA Requirements

• Bachelor's degree: All graduate applicants must hold an earned baccalaureate from a regionally accredited college or university or the recognized equivalent from an international institution.
• Grade point average: The minimum undergraduate GPA for admission consideration for graduate study at the University of Denver is a cumulative 2.5 on a 4.0 scale or a 2.5 on a 4.0 scale for the last 60 semester credits or 90 quarter credits (approximately two years of work) for the baccalaureate degree. An earned master’s degree or higher from a regionally accredited institution supersedes the minimum standards for the baccalaureate. For applicants with graduate coursework but who have not earned a master’s degree or higher, the GPA from the graduate work may be used to meet the requirement. The minimum GPA is a cumulative 3.0 on a 4.0 scale for all graduate coursework undertaken.
• Program GPA requirement: The minimum undergraduate GPA for admission consideration for this program is a cumulative 2.5 on a 4.0 scale.

Prerequisites

• Students with a MS in CpE, MS in MSE, MS in EE, MS in ME, or closely related areas may apply for admission to the PhD in ECE or PhD in MSE programs. Admission with only a BS in this field is also possible, but students with only a BS degree are strongly encouraged to enroll first in the MS (CpE, EE, MSE) programs. All graduate engineering courses presuppose mastery of the subject matter of a modern ABET-accredited curriculum in engineering. Students with a BS in other engineering or related science fields and students with a BSCpE, BSEE, or BSME who have not taken graduate academic work for some time may be required to complete preparatory courses that are prerequisites for the core courses of the engineering concentrations on which the qualifying exams are based. These courses carry no credit toward the graduate degree.

English Language Proficiency Test Score Requirements

The minimum TOEFL/IELTS/C1 Advanced/Duolingo English Test score requirements for this degree program are:

• Minimum TOEFL Score (Internet-based test): 80
• Minimum IELTS Score: 6.5
• Minimum C1 Advanced Score: 176
• Minimum Duolingo English Test Score: 115

English Conditional Admission: No, this program does not offer English Conditional Admission.

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Doctor of Philosophy in Mechatronic Systems Engineering

Degree and GPA Requirements

• Bachelor's degree: All graduate applicants must hold an earned baccalaureate from a regionally accredited college or university or the recognized equivalent from an international institution.
• Grade point average: The minimum undergraduate GPA for admission consideration for graduate study at the University of Denver is a cumulative 2.5 on a 4.0 scale or a 2.5 on a 4.0 scale for the last 60 semester credits or 90 quarter credits (approximately two years of work) for the baccalaureate degree. An earned master’s degree or higher from a regionally accredited institution supersedes the minimum standards for the baccalaureate. For applicants with graduate coursework but who have not earned a master’s degree or higher, the GPA from the graduate work may be used to meet the requirement. The minimum GPA is a cumulative 3.0 on a 4.0 scale for all graduate coursework undertaken.
• Program GPA requirement: The minimum undergraduate GPA for admission consideration for this program is a cumulative 2.5 on a 4.0 scale.

Prerequisites

• Students with a MS in CpE, MS in MSE, MS in EE, MS in ME, or closely related areas may apply for admission to the PhD in ECE or PhD in MSE programs. Admission with only a BS in this field is also possible, but students with only a BS degree are strongly encouraged to enroll first in the MS (CpE, EE, MSE) programs. All graduate engineering courses presuppose mastery of the subject matter of a modern ABET-accredited curriculum in engineering. Students with a BS in other engineering or related science fields and students with a BSCpE, BSEE, or BSME who have not taken graduate academic work for some time may be required to complete preparatory courses that are prerequisites for the core courses of the engineering concentrations on which the qualifying exams are based. These courses carry no credit toward the graduate degree.

Other Required Materials

• We recommend PhD applicants contact faculty to find a research advisor BEFORE submitting the application.   If we receive an application and there is no research advisor commitment, we will consider the applicant for the master’s program only.

English Language Proficiency Test Score Requirements

The minimum TOEFL/IELTS/C1 Advanced/Duolingo English Test score requirements for this degree program are:

• Minimum TOEFL Score (Internet-based test): 80
• Minimum IELTS Score: 6.5
• Minimum C1 Advanced Score: 176
• Minimum Duolingo English Test Score: 115

English Conditional Admission: No, this program does not offer English Conditional Admission.

Doctoral Degree Programs

Doctor of Philosophy in Electrical and Computer Engineering

Program requirements

All PhD students who have been admitted to the PhD in ECE program must successfully complete three milestones before the PhD degree can be conferred. These milestones refer to:

• Demonstrating that the student is qualified to begin PhD studies
• Demonstrating that the student may identify and formulate a research problem
• Demonstrating that the student can defend her/his dissertation

These three milestones are referred to as the “PhD Qualifying Exam”, the “Comprehensive Exam” (also known as the “PhD Proposal”), and the “Dissertation Defense”, respectively.

Coursework requirements

The PhD in ECE does not have specific course requirements. The coursework plan needs to be approved by the student’s advisor and the department chair.

Graduate Assessment Requirement

ECE Graduate Assessment (ENEE 4950)

This graduate assessment course is required for all ECE graduate students to be taken in their last quarter (the term they have applied as the graduation term). All required assessment materials are uploaded to the course Assignments online to meet the course requirements. Students will receive Canvas course announcements and or emails from the instructor notifying the students of what are required to be uploaded. As part of the graduate assessment effort, students’ advisors and members of Master’s thesis Committee / PhD Committee will be asked to provide related information online.

Specifically, (1) Master’s degree thesis-option students are required to complete a written self-reflection essay on entire MS program including thesis research and upload the final OGE approved thesis, defense presentation slides, and the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation. (2) Master’s degree non-thesis-option students are required to complete a written self-reflection essay on entire MS program and upload an assembled portfolio that includes reports from at least two course projects or homework from the core or depth courses, presentation slides from any course projects, along with the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation. (3) PhD students are required to complete a written self-reflection essay on entire PhD program including dissertation research and upload the final OGE approved dissertation, defense presentation slides, and the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation.

Minimum credit requirements

Students with a Bachelor of Science in Engineering/Science

For students admitted to the PhD program with a bachelor’s degree, 90 QH are required, 75 of which must be completed at the University of Denver. A minimum of 48 QH must be at the 4000-level or higher and may include as many dissertation research hours (Independent Research and Independent Study) as considered appropriate by the advisor and department chair. The student with his/her advisor will develop an appropriate plan of study with core requirements, an area of specialization (depth requirement), breadth requirement and advanced mathematics. The core will consist of 8 QH of coursework. The area of specialization will consist of 16 QH of coursework.  An additional 6 QH of coursework (excluding independent research) is required as related breadth requirement. The student must complete a minimum of 16 QH at the 4000-level courses, excluding independent research. Prior to completion of the comprehensive exam, the plan of study must be approved by the student’s PhD committee and the chair.

 If a student is entering the PhD program without a relevant master’s degree, the student should work with his/her advisor in order to meet the degree requirements for a master’s degree.  All requirements for the given master’s degree must be met.

Course List

Code	Title	Credits
ENEE 4950	ECE Graduate Assessment	0
A minimum of 48 QH must be at the 4000-level or higher, may include Independent Research or Independent Study as considered appropriate by advisor and assuming a minimum of 16 QH are earned excluding independent research		48
Core Requirement		8
Depth Requirement - Specialization Area		16
Breadth Requirement 1		6
Total Credits		90

¹

The breadth requirement must be pre-approved by the student's advisor.

Students with a Master of Science in Engineering/Science

If a student is admitted with a closely related master’s degree, up to 45 hours may be transferred and applied to the doctorate degree. The student with his or her advisor will develop an appropriate program consisting of a minimum of 28 quarter hours at the 4000-level, which may include as many dissertation research hours (Independent Research and Independent Study) as considered appropriate by the advisor and the department chair. The student with his or her advisor will develop an appropriate plan of study with an area of specialization, breadth requirements and advanced mathematics. Prior to completion of the comprehensive exam, the student’s plan of study must be approved by the student’s PhD committee and the department chair.

Course List

Code	Title	Credits
ENEE 4950	ECE Graduate Assessment	0
A minimum of 36QH must be at the 4000-level or higher, may include Independent Research or Independent Study as considered appropriate by advisor		36
Student with his or her advisor will develop an appropriate plan of study with an area of specialization, breadth requirements and advanced mathematics
Total Credits		90

Non-coursework Requirements

Qualifying Examination

Each student must demonstrate sufficient breadth and depth of basic engineering knowledge relevant to electrical and computer engineering and be able to demonstrate ability to organize and present her/his thoughts in a convincing manner. To achieve this, each admitted student is required to demonstrate proficiency in five chosen courses by receiving a final grade of B or better. Students may either enroll or test out these courses. These criteria do not necessarily have to be met within a single quarter; however, a maximum of two attempts is allowed for each course or test.  

The five courses will be one from the list of Core Courses, two from two Subject Area Courses, and two courses approved by the advisor. The list of courses is subject to modification with the approval of the department.

Core Courses - Choose one course

Course List

Code	Title	Credits
Core Courses		12
MATH 3151	Advanced Linear Algebra
ENGR 3621	Advanced Engineering Mathematics
ENGR 3650	Probability and Statistics for Engineers
Subject Area Courses – choose two courses from two areas		16
Circuits, Electronics and Electromagnetics
ENGR 4100	Instrumentation and Data Acquisition
ENEE 3011	Physical Electronics
ENEE 3641	Introduction to Electromagnetic Compatibility
ENEE 4030	Optoelectronics
ENCE 4110	Modern Digital Systems Design
Computer Engineering
ENCE 3231	Embedded Systems Programming
ENCE 3321	Network Design
ENCE 4631	Advanced Machine Learning
Control and Communication Systems
ENEE 3670	Introduction to Digital Signal Processing
ENGR 3721	Controls
ENGR 4723	Digital Control
ENGR 4735	Linear Systems
ENGR 4740	Adaptive Control Systems
Biomedical Engineering
ENGR 3450	Biosensing Technology
ENGR 4455	Fluorescence and its applications in biomedical sensors
ENBI 4620	Bioelectronics
ENEE 4630	Optical Networking
Robotics
ENCE 4620	Advanced Computer Vision
ENGR 4730	Introduction to Robotics
Power and Energy Systems
ENGR 3510	Renewable and Efficient Power and Energy Systems
ENGR 4530	Intro to Power and Energy

Qualifier Transfer Policy

Policy Statement

The Electrical and Computer Engineering (ECE) Department at Denver University (DU) acknowledges the Qualifying Exam achievements of PhD students transferring from other institutions. Subject to the student having successfully passed the Qualifying Exam at their original institution and upon receiving endorsement from their advisor, the departmental faculty will consider and vote on granting an exemption from the DU ECE Qualifying Exam on a case-by-case basis. A majority decision will be required for approval.

This policy applies exclusively to PhD students transferring to DU ECE under the guidance of their advisor. This scenario primarily arises when the department seeks to attract top talent, with advisors bringing only those students who have already demonstrated their qualifications. In alignment with our strategy to recruit outstanding individuals, it is appropriate for the ECE Department to recognize and accept the results of Qualifying Exams from other reputable institutions. This approach allows both faculty and newly admitted students to devote their efforts towards achieving significant research contributions for the department.

Timeline

Each admitted graduate student must complete/satisfy all Qualifying Exam requirements within at most 5 quarters from initial admittance.  Failure to pass any component of the PhD Qualifying Exam within the given time constraints will prevent the student from continuing in the PhD program.

Comprehensive Examination

The purpose of the Comprehensive Examination is to ascertain the potential of the student for PhD quality research.  At least two quarters prior to the final defense, the student shall schedule and take the Comprehensive Examination.  This oral and written examination will be attended by a minimum of three faculty members, the same faculty who will attend the student’s final dissertation defense.   The Comprehensive Exam may be open to other students based on the requirements of the student’s advisor.  The student is expected to make a 30 to 40 minute concise presentation on her/his dissertation topic. The oral and written presentation will highlight previous work in this area, demonstrate a need for the given research, and explain how the given research will contribute to the advancement of the area. The student will also present completed work and results, anticipated work and results, and a detailed plan for project completion. In addition, the student will be expected to answer general fundamental questions in the area of her/his concentration and detailed questions in the area of the student’s graduate course work.

The PhD Qualifying Examination must be taken and passed prior to the student taking the Comprehensive Examination. The Comprehensive Examination can be taken at most 2 times.  If the student does not pass the Comprehensive Exam on the second try, the student will be terminated from the program. The comprehensive exam will be graded on a pass/fail system.

Dissertation

The student is required to complete and defend a dissertation of publishable quality based on the student’s original research. The dissertation must be completed in written form in accordance with the University’s Graduate School guidelines. A summary of the dissertation must be presented in a public seminar and subsequently defended by the student in the final oral defense. The defense committee will consist of the student’s entire PhD committee.

Residence Requirement

Enrollment in at least six quarters (four semesters), including at least two consecutive quarters (one semester) of full-time attendance is required for graduation.

PhD Committee

The PhD committee should consist of at least four faculty members. Three faculty members must be from within the student’s specialty area; these can include the student’s advisor, other faculty in that degree program and, if necessary, off-campus experts. Finally, for the final oral defense of the dissertation, an oral defense chair, who must be a tenured faculty member outside the Department of Electrical and Computer Engineering and Mechanical and Materials Engineering, needs to be identified in consultation with the DU Graduate Studies Office. The PhD committee needs to be identified with the dissertation advisor and approved by the chair of the department and the Office of Graduate Studies.

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Doctor of Philosophy in Mechatronics Systems Engineering

Program requirements

All PhD students who have been admitted to the PhD in ECE or PhD in MSE programs must successfully complete three milestones before the PhD degree can be conferred. These milestones refer to:

• Demonstrating that the student is qualified to begin PhD studies
• Demonstrating that the student may identify and formulate a research problem
• Demonstrating that the student can defend her/his dissertation

These three milestones are referred to as the “PhD Qualifying Exam”, the “Comprehensive Exam” (also known as the “PhD Proposal”), and the “Dissertation Defense”, respectively.

Coursework requirements

The PhD in MSE does not have specific course requirements. The courseswork plan needs to be approved by the student’s advisor and the department chair.

Graduate Assessment Requirement

ECE Graduate Assessment (ENEE 4950)

This graduate assessment course is required for all ECE graduate students to be taken in their last quarter (the term they have applied as the graduation term). All required assessment materials are uploaded to the course Assignments online to meet the course requirements. Students will receive Canvas course announcements and or emails from the instructor notifying the students of what are required to be uploaded. As part of the graduate assessment effort, students’ advisors and members of Master’s thesis Committee / PhD Committee will be asked to provide related information online.

Specifically, (1) Master’s degree thesis-option students are required to complete a written self-reflection essay on entire MS program including thesis research and upload the final OGE approved thesis, defense presentation slides, and the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation. (2) Master’s degree non-thesis-option students are required to complete a written self-reflection essay on entire MS program and upload an assembled portfolio that includes reports from at least two course projects or homework from the core or depth courses, presentation slides from any course projects, along with the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation. (3) PhD students are required to complete a written self-reflection essay on entire PhD program including dissertation research and upload the final OGE approved dissertation, defense presentation slides, and the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation.

Minimum credit requirements

Students with a Bachelor of Science in Engineering/Science

For students admitted to the PhD program with a bachelor’s degree, 90 QH are required, 75 of which must be completed at the University of Denver. A minimum of 48 QH must be at the 4000-level or higher and may include as many dissertation research hours (Independent Research and Independent Study) as considered appropriate by the advisor and department chair. The student with his/her advisor will develop an appropriate plan of study with core requirements, an area of specialization (depth requirement), breadth requirement and advanced mathematics. The core will consist of 8 QH of coursework. The area of specialization will consist of 16 QH of coursework.  An additional 6 QH of coursework (excluding independent research) is required as related breadth requirement. The student must complete a minimum of 16 QH at the 4000-level courses, excluding independent research. Prior to completion of the comprehensive exam, the plan of study must be approved by the student’s PhD committee and the department chair.

 If a student is entering the PhD program without a relevant master’s degree, the student should work with their advisor in order to meet the degree requirements for a master’s degree.  All requirements for the given master’s degree must be met.

Course List

Code	Title	Credits
ENEE 4950	ECE Graduate Assessment	0
A minimum of 48 QH must be at the 4000-level or higher, may include Independent Research or Independent Study as considered appropriate by advisor and assuming a minimum of 16 QH are earned excluding independent research		48
Core Requirement		8
Depth Requirement - Specialization Area		16
Breadth Requirement 1		6
Total Credits		90

¹

The breadth requirement must be pre-approved by the student's advisor.

Students with a Master of Science in Engineering/Science

If a student is admitted with a closely related master’s degree, up to 45 hours may be transferred and applied to the doctorate degree.  The student with his or her advisor will develop an appropriate program consisting of a minimum of 28 quarter hours at the 4000-level, which may include as many dissertation research hours (Independent Research and Independent Study) as considered appropriate by the advisor. The student with his or her advisor will develop an appropriate plan of study with an area of specialization, breadth requirements and advanced mathematics. Prior to completion of the comprehensive exam, the student's plan of study must be approved by the student's PhD committee.

Course List

Code	Title	Credits
ENEE 4950	ECE Graduate Assessment	0
A minimum of 36QH must be at the 4000-level or higher, may include Independent Research or Independent Study as considered appropriate by advisor		36
Student with his or her advisor will develop an appropriate plan of study with an area of specialization, breadth requirements and advanced mathematics
Total Credits		90

Non-coursework Requirements

Qualifying Examination

Each student must demonstrate sufficient breadth and depth of basic engineering knowledge relevant to electrical and computer engineering and be able to demonstrate ability to organize and present her/his thoughts in a convincing manner. To achieve this, each admitted student is required to demonstrate proficiency in five chosen courses by receiving a final grade of B or better. Students may either enroll or test out these courses. These criteria do not necessarily have to be met within a single quarter; however, a maximum of two attempts is allowed for each course or test.  

The five courses will be one from the list of Core Courses, two from two Subject Area Courses, and two courses approved by the advisor. The list of courses is subject to modification with the approval of the department.

Course List

Code	Title	Credits
Core Courses - Choose one course		4
MATH 3151	Advanced Linear Algebra
ENGR 3650	Probability and Statistics for Engineers
ENGR 3621	Advanced Engineering Mathematics
Subject Area Courses – choose two courses from two areas		16
Circuits, Electronics and Electromagnetics
ENGR 4100	Instrumentation and Data Acquisition
ENCE 4110	Modern Digital Systems Design
ENEE 3011	Physical Electronics
ENEE 3641	Introduction to Electromagnetic Compatibility
ENGR 3455	Fluorescence and Its Applications in Biomedical Sensors
Computer Engineering
ENCE 3321	Network Design
ENCE 4620	Advanced Computer Vision
ENCE 4630	Advanced Pattern Recognition
Control and Communication Systems
ENEE 3670	Introduction to Digital Signal Processing
ENGR 3721	Controls
ENGR 4723	Digital Control
ENGR 4735	Linear Systems
ENGR 4740	Adaptive Control Systems
Biomedical Engineering
ENGR 3450	Biosensing Technology
ENGR 4455	Fluorescence and its applications in biomedical sensors
ENEE 4030	Optoelectronics
ENBI 4620	Bioelectronics
Robotics
ENCE 3231	Embedded Systems Programming
ENGR 4730	Introduction to Robotics
Power and Energy Systems
ENGR 3510	Renewable and Efficient Power and Energy Systems
ENGR 3540	Electric Power Systems
ENGR 4530	Intro to Power and Energy

Qualifier Transfer Policy

Policy Statement

The Electrical and Computer Engineering (ECE) Department at Denver University (DU) acknowledges the Qualifying Exam achievements of PhD students transferring from other institutions. Subject to the student having successfully passed the Qualifying Exam at their original institution and upon receiving endorsement from their advisor, the departmental faculty will consider and vote on granting an exemption from the DU ECE Qualifying Exam on a case-by-case basis. A majority decision will be required for approval.

This policy applies exclusively to PhD students transferring to DU ECE under the guidance of their advisor. This scenario primarily arises when the department seeks to attract top talent, with advisors bringing only those students who have already demonstrated their qualifications. In alignment with our strategy to recruit outstanding individuals, it is appropriate for the ECE Department to recognize and accept the results of Qualifying Exams from other reputable institutions. This approach allows both faculty and newly admitted students to devote their efforts towards achieving significant research contributions for the department.

Timeline

Each admitted graduate student must complete/satisfy all Qualifying Exam requirements within at most 5 quarters from initial admittance.  Failure to pass any component of the PhD Qualifying Exam within the given time constraints will prevent the student from continuing in the PhD program.

Comprehensive Examination

The purpose of the Comprehensive Examination is to ascertain the potential of the student for PhD quality research.  At least two quarters prior to the final defense, the student shall schedule and take the Comprehensive Examination.  This oral and written examination will be attended by a minimum of three faculty members, the same faculty who will attend the student’s final dissertation defense.   The Comprehensive Exam may be open to other students based on the requirements of the student’s advisor.  The student is expected to make a 30 to 40 minute concise presentation on her/his dissertation topic. The oral and written presentation will highlight previous work in this area, demonstrate a need for the given research, and explain how the given research will contribute to the advancement of the area. The student will also present completed work and results, anticipated work and results, and a detailed plan for project completion. In addition, the student will be expected to answer general fundamental questions in the area of her/his concentration and detailed questions in the area of the student’s graduate course work.

The PhD Qualifying Examination must be taken and passed prior to the student taking the Comprehensive Examination. The Comprehensive Examination can be taken at most 2 times.  If the student does not pass the Comprehensive Exam on the second try, the student will be terminated from the program. The comprehensive exam will be graded on a pass/fail system.

Dissertation

The student is required to complete and defend a dissertation of publishable quality based on the student’s original research. The dissertation must be completed in written form in accordance with the University’s Graduate School guidelines. A summary of the dissertation must be presented in a public seminar and subsequently defended by the student in the final oral defense. The defense committee will consist of the student’s entire PhD committee.

Residence Requirement

Enrollment in at least six quarters (four semesters), including at least two consecutive quarters (one semester) of full-time attendance is required for graduation.

PhD Committee

The PhD committee should consist of at least four faculty members. Three faculty members must be from within the student’s specialty area; these can include the student’s advisor, other faculty in that degree program and, if necessary, off-campus experts. Finally, for the final oral defense of the thesis, an oral defense chair, who must be a tenured faculty member outside the Department of Electrical and Computer Engineering and Mechanical and Materials Engineering, needs to be identified in consultation with the DU Graduate Studies Office. The PhD committee needs to be identified with the dissertation advisor and approved by the chair of the department and the Office of Graduate Studies.

Master's Degree Programs 

Master of Science in Computer Engineering

Minimum Credit Requirements

Every candidate for the MS degree must complete 45 QH of credit, at least 36 of which must be completed at the University of Denver.

Program Structure

Candidates may elect either the thesis or non-thesis option. This choice may be made at any time, although a delay in declaration may impact the completion date. Students who are GTAs or who receive financial support from a University research grant, such as GRAs, are required to elect the thesis option. The program is designed to be completed in about six quarters if two courses (usually 8 QH) are taken each quarter.

Graduate Assessment Requirement

ECE Graduate Assessment (ENEE 4950)

This graduate assessment course is required for all ECE graduate students to be taken in their last quarter (the term they have applied as the graduation term). All required assessment materials are uploaded to the course Assignments online to meet the course requirements. Students will receive Canvas course announcements and or emails from the instructor notifying the students of what are required to be uploaded. As part of the graduate assessment effort, students’ advisors and members of Master’s thesis Committee / PhD Committee will be asked to provide related information online.

Specifically, (1) Master’s degree thesis-option students are required to complete a written self-reflection essay on entire MS program including thesis research and upload the final OGE approved thesis, defense presentation slides, and the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation. (2) Master’s degree non-thesis-option students are required to complete a written self-reflection essay on entire MS program and upload an assembled portfolio that includes reports from at least two course projects or homework from the core or depth courses, presentation slides from any course projects, along with the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation. (3) PhD students are required to complete a written self-reflection essay on entire PhD program including dissertation research and upload the final OGE approved dissertation, defense presentation slides, and the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation.

Non-Thesis Option

The non-thesis option is the more flexible of the two options. This program is designed with the working professional in mind. For this option, a grade of C- or better must be obtained in each course in order for that course to count toward the requirement of 45 QH. An overall minimum GPA of 3.0 is also required for graduation. Students may only take up to 8 quarter hours of independent study to be counted toward the degree, after approval by their advisor and the Chair.  Each student must take a minimum of 24 quarter hours at the 4000-level.

One Year (four quarters) – Non-thesis Option

The Department of Electrical and Computer Engineering (ECE) offers a one-year, non-thesis option. Students who select the one-year program will be able to graduate within 12 months, four academic quarters, as there are enough courses offered in each specialization to meet the 20 QH depth requirement.  The breadth requirement (14 QH) is fulfilled by taking courses offered in other specializations. In addition, every year courses that satisfy the mathematics requirement (3 QH) are offered. The MS non-thesis structure is shown below. QH in each category denote minimum requirements that must be satisfied. Any changes in the student’s plan of study must be approved a-prior by the student’s advisor.

The basic structure of the minimum 45 QH for the non-thesis option is as follows:

Requirements for  Non-Thesis Option (minimum QH)

Course List

Code	Title	Credits
Graduate Assessment Requirement		0
Core Requirement		8
Depth Requirement - Specialization Area		20
Mathematics Requirement (requires one approved course at the 3000-level or higher) 1		3
Breadth Requirement		14
Total Credits		45

¹

This indicates minimum number of quarter hours. Any credits over the 3 QH from the mathematics courses will count toward the breadth requirement.

Thesis Option

A thesis permits a candidate to obtain depth in an area of study and it is especially useful for individuals who seek to pursue a subsequent degree, for example, a PhD degree. Thesis candidates work closely with a thesis advisor. The thesis option is required for all GRAs and GTAs. For this option, a grade of C- or better must be obtained in each course in order for that course to count toward the 45 QH hour requirements. An overall minimum GPA of 3.0 is also required for graduation. Students may only take up to 8 quarter hours of independent study to be counted toward the degree. Each student must take a minimum of 16 quarter hours at the 4000-level.The basic structure of the minimum 45 QH for the thesis option is as follows:

Requirements for  Thesis Option  (minimum QH)

Course List

Code	Title	Credits
Graduate Assessment Requirement		0
Core Requirement		8
Depth Requirement - Specialization Area		16
Breadth Requirement 1		6
Thesis		15
Total Credits		45

¹

The breadth requirement must be pre-approved by the student's advisor.

If a student who has elected to pursue a thesis option, then at any time thereafter elects to change to a non-thesis option, all requirements for the non-thesis must be met.  Any independent research taken may be forfeited and students must adhere to the grade requirements of the non-thesis option.  

Breadth Requirement (Non-Thesis and Thesis Option)

Breadth Requirement courses (each with not less than 3 QH of credit) may be chosen from courses offered in other specialization areas. A course that appears in more than one specialization area may only be counted toward either the specialization requirement or the breadth requirement. The remaining courses are chosen from appropriate courses numbered 3000 or higher, offered by the Department Mechanical & Materials Engineering, Department of Computer Science or NSM (Natural Sciences and Mathematics). Prior approval by the student’s advisor is required. It is strongly recommended that students choose math related courses to satisfy the breadth requirement.

The MSCpE program offers one area of specialization:

• Computer Systems Engineering

The student’s degree program will be a combination of the core courses, specialization areas (depth requirement) and the breadth requirement.  Each student is required to complete the 2 core courses.  Students may choose from any of the courses from their area of specialization but should keep in mind the 4000-level requirement of the degree.

Core courses for all Computer Engineering Students

The following courses are required for all computer engineering students: 

Course List

Code	Title	Credits
ENEE 4950	ECE Graduate Assessment	0
ENCE 4110	Modern Digital Systems Design	4
ENGR 3621	Advanced Engineering Mathematics	4

Specialization in Computer Systems Engineering

This area of specialization prepares students with fundamental and working knowledge of methods for analysis, design, and implementation of intelligent systems (IS). Particular attention is given to signal and information processing in IS, design of IS, and implementation of IS using state-of-the-art technology. This is accomplished through several theoretical courses and applied courses.  Students must choose from the following courses: 

Course List

Code	Title	Credits
ENCE 3321	Network Design	4
ENCE 4231	Embedded Systems Programming	4
ENCE 4250	Advanced Hardware Description Language (HDL) Modeling and Synthesis	4
ENCE 4620	Advanced Computer Vision	4
ENCE 4630	Advanced Pattern Recognition	4
ENEE 3670	Introduction to Digital Signal Processing	4
ENGR 4622	Advanced Optimization	4
ENCE 4631	Advanced Machine Learning	4

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Master of Science in Electrical Engineering

The Master of Science in Electrical Engineering (MSEE) is designed to advance the student’s knowledge in several areas of engineering. This degree provides breadth while permitting the student to achieve depth in a specialization area. This specialization area, with thematic sequences of courses, has been selected to coincide with those of high current interest as well as those emerging technologies that hold promise of increasing importance for the future. The purpose of this programs is to serve the profession of engineering and the Colorado community through advanced study in computer engineering, electrical engineering, and other related fields. This program prepares the student for academic and industrial advancement. The program offer a thesis and a non-thesis option.

The Department of ECE offers both part-time and full-time programs.  The Department recognizes that a student may be employed full-time while studying for a degree. Therefore, most courses are offered at times and on days that will permit a student to complete the program by taking courses either late in the day or outside normal business hours.. The MS degree program can generally be completed in about four years if one course is taken each quarter, but it is usually possible to take two courses per quarter, bringing completion time closer to the more common duration of two years. Also, students who select the one-year non-thesis will be able to graduate within 12 months, four academic quarters. For part-time students who are working in industry positions and who have chosen the thesis option, a topic related to the job function may be acceptable as the thesis research topic. Furthermore, a qualified staff member at the place of employment may be approved to serve as an adjunct faculty on the thesis committee.

Students not interested in pursuing a degree but interested in taking an occasional course may register as special status students by following an abbreviated admissions process. However, only 15 QH earned as a special status student may be applied toward a MS degree.

Minimum Credit Requirements

Every candidate for the MS degree must complete 45 QH of credit, at least 36 of which must be completed at the University of Denver.

Program Structure

Candidates may elect either the thesis or non-thesis option. This choice may be made at any time, although a delay in declaration may impact the completion date. Students who are GTAs or who receive financial support from a University research grant, such as GRAs, are required to elect the thesis option. The program is designed to be completed in about six quarters if two courses (usually 8 QH) are taken each quarter.

Required Graduate Assessment Course

ECE Graduate Assessment (ENEE 4950)

This graduate assessment course is required for all ECE graduate students to be taken in their last quarter (the term they have applied as the graduation term). All required assessment materials are uploaded to the course Assignments online to meet the course requirements. Students will receive Canvas course announcements and or emails from the instructor notifying the students of what are required to be uploaded. As part of the graduate assessment effort, students’ advisors and members of Master’s thesis Committee / PhD Committee will be asked to provide related information online.

Specifically, (1) Master’s degree thesis-option students are required to complete a written self-reflection essay on entire MS program including thesis research and upload the final OGE approved thesis, defense presentation slides, and the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation. (2) Master’s degree non-thesis-option students are required to complete a written self-reflection essay on entire MS program and upload an assembled portfolio that includes reports from at least two course projects or homework from the core or depth courses, presentation slides from any course projects, along with the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation. (3) PhD students are required to complete a written self-reflection essay on entire PhD program including dissertation research and upload the final OGE approved dissertation, defense presentation slides, and the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation.

Non-Thesis Option

The non-thesis option is the more flexible of the two options. This program is designed with the working professional in mind. For this option, a grade of C- or better must be obtained in each course in order for that course to count toward the requirement of 45 QH. An overall minimum GPA of 3.0 is also required for graduation. Students may only take up to 8 quarter hours of independent study to be counted toward the degree, after approval by their advisor and the Chair.  Each student must take a minimum of 24 quarter hours at the 4000-level.

One Year (four quarters) – Non-thesis Option

The Department of Electrical and Computer Engineering (ECE) offers a one-year, non-thesis option. Students who select the one-year program will be able to graduate within 12 months, four academic quarters, as there are enough courses offered in each specialization to meet the 20 QH depth requirement.  The breadth requirement (14 QH) is fulfilled by taking courses offered in other specializations. In addition, every year courses that satisfy the mathematics requirement (3 QH) are offered. The MS non-thesis structure is shown below. QH in each category denote minimum requirements that must be satisfied. Any changes in the student’s plan of study must be approved a-prior by the student’s advisor.

The basic structure of the minimum 45 QH for the non-thesis option is as follows:

Requirements for  Non-Thesis Option (minimum QH)

Course List

Code	Title	Credits
Graduate Assessment Requirement		0
Core Requirement		8
Depth Requirement - Specialization Area		20
Mathematics Requirement (requires one approved course at the 3000-level or higher) 1		3
Breadth Requirement		14
Total Credits		45

¹

This indicates minimum number of quarter hours. Any credits over the required 3 QH from the mathematics courses will count toward the breadth requirement.

Thesis Option

A thesis permits a candidate to obtain depth in an area of study and it is especially useful for individuals who seek to pursue a subsequent degree, for example, a PhD degree. Thesis candidates work closely with a thesis advisor. The thesis option is required for all GRAs and GTAs. For this option, a grade of C- or better must be obtained in each course in order for that course to count toward the 45 QH hour requirements. An overall minimum GPA of 3.0 is also required for graduation. Students may only take up to 8 quarter hours of independent study to be counted toward the degree. Each student must take a minimum of 16 quarter hours at the 4000-level.The basic structure of the minimum 45 QH for the thesis option is as follows:

Requirements for Thesis Option (minimum QH)

Course List

Code	Title	Credits
Graduate Assessment Requirement		0
Core Requirement		8
Depth Requirement - Specialization Area		16
Breadth Requirement 1		6
Thesis		15
Total Credits		45

¹

The breadth requirement must be pre-approved by the student's advisor.

If a student who has elected to pursue a thesis option, then at any time thereafter elects to change to a non-thesis option, all requirements for the non-thesis must be met.  Any independent research taken may be forfeited and students must adhere to the grade requirements of the non-thesis option.  

Breadth Requirement (Non-Thesis and Thesis Option)

Breadth Requirement courses (each with not less than 3 QH of credit) may be chosen from courses offered in other specialization areas. A course that appears in more than one specialization area may only be counted toward either the specialization requirement or the breadth requirement. The remaining courses are chosen from appropriate courses numbered 3000 or higher, offered by the Department Mechanical & Materials Engineering, Department of Computer Science or NSM (Natural Sciences and Mathematics). Prior approval by the student’s advisor is required. It is strongly recommended that students choose math related courses to satisfy the breadth requirement.

The MSEE program offers three areas of specialization:

• Control & Communication Systems

• Electric Power & Energy Systems

• Optics/Optoelectronics/Photonics

Each student must choose an area of specialization.  The student’s degree program will be a combination of the core courses, specialization areas (depth requirement) and the breadth requirement.  Each student is required to complete the 2 core courses.  Students may choose from any of the courses from their area of specialization but should keep in mind the 4000-level requirement of the degree. 

Core courses for all Electrical Engineering Students

The following courses are required for all electrical engineering students, regardless of area of specialization:   

Course List

Code	Title	Credits
ENEE 4950	ECE Graduate Assessment	0
ENEE 4640	Electromagnetic Compatibility	4
ENGR 3621	Advanced Engineering Mathematics	4

Specialization in Control & Communication Systems

This area of specialization prepares students for basic and applied research and development of complex systems, including, electrical, mechanical, bio-inspired, mechatronic systems,  robotic systems, and unmanned systems. This is accomplished through several theoretical courses and applied courses.  Students must choose from the following courses:

Course List

Code	Title	Credits
ENCE 4231	Embedded Systems Programming	4
ENEE 3670	Introduction to Digital Signal Processing	4
ENGR 3721 & ENGR 3722	Controls and Control Systems Laboratory	4
ENEE 4141	Digital Communications	4
ENGR 4350	Reliability 1	4
ENGR 4620	Optimization 1	3,4
ENGR 4622	Advanced Optimization	4
ENGR 4730	Introduction to Robotics	4
ENGR 4735	Linear Systems	4
ENGR 4740	Adaptive Control Systems	4
ENGR 4745	Adv Non-Linear Control System	4
ENGR 4750	Networked Control Systems	4
ENGR 4755	Optimal Control	4
ENGR 4760	Multivariable Control	4

¹

This course may count toward the specialization with advisors pre-approval. This course may not be offered on a regular basis.

Specialization in Electric Power and Energy Systems

This area of specialization prepares students with the basic foundation and advanced knowledge, required for the research and development in the area of power systems, renewable energy systems, and power electronic devices. This is accomplished through several theoretical courses and applied courses.  Students must choose from the following courses: 

Course List

Code	Title	Credits
ENGR 3510	Renewable and Efficient Power and Energy Systems	4
ENGR 3540	Electric Power Systems	4
ENGR 3721 & ENGR 3722	Controls and Control Systems Laboratory	4
ENGR 4530	Intro to Power and Energy	4
ENGR 4545	Electric Power Economy	4
ENGR 4560	Power Generation Operation and Control	4
ENGR 4590	Power System Protection	4
ENGR 4735	Linear Systems	4
ENGR 4740	Adaptive Control Systems	4

Specialization in Optics/Optoelectronics/Photonics

This area of specialization prepares students for research, development, and design of devices and systems operating based on wave theory; focusing on laser, optics, light wave devises, and systems.    

Course List

Code	Title	Credits
ENEE 4030	Optoelectronics	4
ENEE 4141	Digital Communications	4
ENGR 4200	Introduction to Nanotechnology	4
ENCE 4250	Advanced Hardware Description Language (HDL) Modeling and Synthesis	4
ENGR 4735	Linear Systems	4
ENGR 4740	Adaptive Control Systems	4

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Master of Science in Mechatronic Systems Engineering

Minimum Credit Requirements

Every candidate for the MS degree must complete 45 QH of credit, at least 36 of which must be completed at the University of Denver.

Program Structure

Candidates may elect either the thesis or non-thesis option. This choice may be made at any time, although a delay in declaration may impact the completion date. Students who are GTAs or who receive financial support from a University research grant, such as GRAs, are required to elect the thesis option. The program is designed to be completed in about six quarters if two courses (usually 8 QH) are taken each quarter.

Required Graduate Assessment Course

ECE Graduate Assessment (ENEE 4950)

This graduate assessment course is required for all ECE graduate students to be taken in their last quarter (the term they have applied as the graduation term). All required assessment materials are uploaded to the course Assignments online to meet the course requirements. Students will receive Canvas course announcements and or emails from the instructor notifying the students of what are required to be uploaded. As part of the graduate assessment effort, students’ advisors and members of Master’s thesis Committee / PhD Committee will be asked to provide related information online.

Specifically, (1) Master’s degree thesis-option students are required to complete a written self-reflection essay on entire MS program including thesis research and upload the final OGE approved thesis, defense presentation slides, and the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation. (2) Master’s degree non-thesis-option students are required to complete a written self-reflection essay on entire MS program and upload an assembled portfolio that includes reports from at least two course projects or homework from the core or depth courses, presentation slides from any course projects, along with the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation. (3) PhD students are required to complete a written self-reflection essay on entire PhD program including dissertation research and upload the final OGE approved dissertation, defense presentation slides, and the completed and signed degree program plan, by the published OGE “Deadline for thesis/dissertation formatting approval” of the students’ last quarter before graduation.

Non-Thesis Option

The non-thesis option is the more flexible of the two options. This program is designed with the working professional in mind. For this option, a grade of C- or better must be obtained in each course in order for that course to count toward the requirement of 45 QH. An overall minimum GPA of 3.0 is also required for graduation. Students may only take up to 8 quarter hours of independent study to be counted toward the degree, after approval by their advisor and the Chair.  Each student must take a minimum of 24 quarter hours at the 4000-level.

One Year (four quarters) – Non-thesis Option

The Department of Electrical and Computer Engineering (ECE) offers a one-year, non-thesis option. Students who select the one-year program will be able to graduate within 12 months, four academic quarters, as there are enough courses offered in each specialization to meet the 20 QH depth requirement.  The breadth requirement (14 QH) is fulfilled by taking courses offered in other specializations. In addition, every year courses that satisfy the mathematics requirement (3 QH) are offered. The MS non-thesis structure is shown below. QH in each category denote minimum requirements that must be satisfied. Any changes in the student’s plan of study must be approved a-prior by the student’s advisor.

The basic structure of the minimum 45 QH for the non-thesis option is as follows:

Requirements for Non-Thesis Option (minimum quarter hours)

Course List

Code	Title	Credits
Graduate Assessment Requirement		0
Core Requirement		8
Depth Requirement - Specialization Area		20
Mathematics Requirement (requires one approved course at the 3000-level or higher) 1		3
Breadth Requirement		14
Total Credits		45

¹

This indicates minimum number of quarter hours. Any credits over the required 3 QH from the mathematics courses will count toward the breadth requirement.

Thesis Option

A thesis permits a candidate to obtain depth in an area of study and it is especially useful for individuals who seek to pursue a subsequent degree, for example, a PhD degree. Thesis candidates work closely with a thesis advisor. The thesis option is required for all GRAs and GTAs. For this option, a grade of C- or better must be obtained in each course in order for that course to count toward the 45 QH hour requirements. An overall minimum GPA of 3.0 is also required for graduation. Students may only take up to 8 quarter hours of independent study to be counted toward the degree. Each student must take a minimum of 16 quarter hours at the 4000-level.The basic structure of the minimum 45 QH for the thesis option is as follows:

Requirements for Thesis Option (minimum quarter hours)

Course List

Code	Title	Credits
Graduate Assessment Requirement		0
Core Requirement		8
Depth Requirement - Specialization Area		16
Breadth Requirement 1		6
Thesis		15
Total Credits		45

¹

The breadth requirement must be pre-approved by the student's advisor.

If a student who has elected to pursue a thesis option, then at any time thereafter elects to change to a non-thesis option, all requirements for the non-thesis must be met.  Any independent research taken may be forfeited and students must adhere to the grade requirements of the non-thesis option.  

Breadth Requirement (Non-Thesis and Thesis Option)

Breadth Requirement courses (each with not less than 3 QH of credit) may be chosen from courses offered in other specialization areas. A course that appears in more than one specialization area may only be counted toward either the specialization requirement or the breadth requirement. The remaining courses are chosen from appropriate courses numbered 3000 or higher, offered by the Department Mechanical & Materials Engineering, Department of Computer Science or NSM (Natural Sciences and Mathematics). Prior approval by the student’s advisor is required. It is strongly recommended that students choose math related courses to satisfy the breadth requirement

The MSE program offers one area of specialization:

• Robotic Systems

The student’s degree program will be a combination of the core courses, specialization areas (depth requirement) and the breadth requirement.  Each student is required to complete the 2 core courses.  Students may choose from any of the courses from their area of specialization but should keep in mind the 4000-level requirement of the degree.

Core courses for all Mechatronic Systems Engineering Students

The following courses are required for all mechatronic systems engineering students regardless of area of specialization:   

Course List

Code	Title	Credits
ENEE 4950	ECE Graduate Assessment	0
ENEE 4640	Electromagnetic Compatibility	4
or ENCE 4110	Modern Digital Systems Design
ENGR 3621	Advanced Engineering Mathematics	4

Specialization in Robotics Systems

This area of specialization is designed to meet the needs of industry and federal research laboratories for engineers with multidisciplinary experience and ability to design and integrate complex systems requiring knowledge from diverse engineering disciplines. Said differently, mechatronic systems involves integration of mechanical, electrical, and computer engineering to design complex systems that perform real-world tasks. This program includes a broad set of common course requirements along with a selection of appropriate technical electives providing both breadth and depth of knowledge in a student’s area of interest.

Course List

Code	Title	Credits
ENCE 4231	Embedded Systems Programming	4
ENCE 4250	Advanced Hardware Description Language (HDL) Modeling and Synthesis	4
ENCE 4620	Advanced Computer Vision	4
ENGR 3630	Finite Element Methods 1	4
ENGR 4620	Optimization 1	4
ENGR 4730	Introduction to Robotics	4
ENGR 4735	Linear Systems	4
ENME 4020	Adv Finite Element Analysis 1	4
ENMT 4220	Mechatronics II	4
ENGR 4740	Adaptive Control Systems	4
ENGR 4745	Adv Non-Linear Control System	4

¹

This course may count toward the specialization with advisors preapproval. This course may not or may not be offered on a regular basis.

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Master of Science in Systems Engineering (Online) 

Minimum of 45 credit hours are required for the degree.

Course List

Code	Title	Credits
Specialized Graduate Certificate in The Fundamentals of Systems Engineering
Required Courses
ENSY 4010	Systems Engineering Fundamentals
ENSY 4050	Digital Transformation for Advanced Integration
ENSY 4090	Project Management in Relation to Systems Engineering
Required Elective Courses (Choose at least two courses totaling 6 credit hours)		6
ENMT 4000	Space Systems Design I 2
ENMT 4010	Space Systems Design II 2
ENSY 4021	Design of Space Systems Part 1
ENSY 4022	Design of Space Systems Part 2
ENSY 4040	Systems Optimization
ENSY 4060	Practical Model Based Systems Engineering
ENGR 4501	Graduate Capstone Design I 1
ENGR 4502	Graduate Capstone Design II 1
ENGR 4503	Graduate Capstone Design III 1
ENGR 4504	Graduate Capstone Design IV 1
ENGR 4991	Independent Study
Specialized Graduate Certificate in The Systems Design and Architecture
Required Courses
ENSY 4012	Systems Engineering Requirements Development
ENSY 4014	Complex System Architectures
ENSY 4016	Conceptual Design of Systems
Required Elective Courses (Choose at least two courses totaling 6 credit hours)		6
ENSY 4024	Applied Electrical, Mechanical and Software Systems
ENSY 4030	Introduction to Aerospace Missions
ENSY 4040	Systems Optimization
ENSY 4060	Practical Model Based Systems Engineering
ENSY 4112	Practical Validation and Verification Test Planning
ENGR 4501	Graduate Capstone Design I 1
ENGR 4502	Graduate Capstone Design II 1
ENGR 4503	Graduate Capstone Design III 1
ENGR 4504	Graduate Capstone Design IV 1
ENGR 4991	Independent Study
Specialized Graduate Certificate in The Systems Analytics & Practice
Required Courses
ENSY 4180	Applied Mathematics for Systems Engineering
ENSY 4181	Introductory Probability and Statistics for Systems Engineering
ENSY 4182	Data Analytics for Systems Engineering
Required Elective Courses (Choose two courses totaling at least 6 credit hours)		6
ENSY 4042	Optimization for Advanced Systems
ENSY 4112	Practical Validation and Verification Test Planning
ENSY 4170	Practical Approaches to Continuous Improvement
ENSY 4200	Applied Machine Learning for Advanced Systems Modeling
ENGR 4501	Graduate Capstone Design I 1
ENGR 4502	Graduate Capstone Design II 1
ENGR 4503	Graduate Capstone Design III 1
ENGR 4504	Graduate Capstone Design IV 1
ENGR 4991	Independent Study

¹

A maximum of 9 credit hours of the Graduate Capstone Design series will be applied as Required Elective Credit. Only Lockheed Martin employees in the Engineering Leadership Development Program (ELDP) may take the Graduate Capstone Design series courses.

²

These courses are only available to Lockheed Martin Employees at this time. 

Specialized Graduate Certificate Programs 

Specialized Graduate Certificate in the  Fundamentals of Systems Engineering

This Specialized Graduate Certificate provides expertise in fundamentals of the discipline of systems engineering, applicable to engineering professionals in many industries, particularly regulated industries such as aerospace, biomedical, and autonomous vehicles.

Please note that this is the first of the three stackable certificates leading to the MS in Systems Engineering (Online) and is available as a singular Specialized Graduate Certificate.

Minimum Credit Requirements

Every candidate for the Specialized Graduate Certificate must complete 15 credit hours.

Course List

Code	Title	Credits
Required Courses
ENSY 4010	Systems Engineering Fundamentals	3
ENSY 4050	Digital Transformation for Advanced Integration	3
ENSY 4090	Project Management in Relation to Systems Engineering	3
Required Elective Courses (Choose at least two courses totaling 6 credit hours)
ENSY 4021	Design of Space Systems Part 1	3
ENSY 4022	Design of Space Systems Part 2	3
ENSY 4040	Systems Optimization	3
ENSY 4060	Practical Model Based Systems Engineering	3
ENGR 4501	Graduate Capstone Design I 1	3
ENGR 4502	Graduate Capstone Design II 1	3
ENGR 4503	Graduate Capstone Design III 1	3
ENGR 4504	Graduate Capstone Design IV 1	3
ENGR 4991	Independent Study	1-5
Total Credits		15

¹

A maximum of 9 credit hours of Graduate Capstone Design courses will be applied as Required Elective Credit. Only Lockheed Martin employees in the current ELDP cohort may take the Graduate Capstone Design series courses.

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Specialized Graduate Certificate in Systems Analytics & Practice

Please note that this is the third of the three stackable certificates leading to the MS in Systems Engineering (Online) and is available as a singular Specialized Graduate Certificate.

Minimum Credit Requirements

Every candidate for the Specialized Graduate Certificate must complete 15 credit hours.

Course List

Code	Title	Credits
Required Courses
ENSY 4180	Applied Mathematics for Systems Engineering
ENSY 4181	Introductory Probability and Statistics for Systems Engineering
ENSY 4182	Data Analytics for Systems Engineering
Required Elective Courses (Choose two courses totaling at least 6 credit hours)
ENSY 4042	Optimization for Advanced Systems
ENSY 4112	Practical Validation and Verification Test Planning
ENSY 4170	Practical Approaches to Continuous Improvement
ENSY 4200	Applied Machine Learning for Advanced Systems Modeling
ENGR 4501	Graduate Capstone Design I 1
ENGR 4502	Graduate Capstone Design II 1
ENGR 4503	Graduate Capstone Design III 1
ENGR 4504	Graduate Capstone Design IV 1
ENGR 4991	Independent Study
Total Credits		15

¹

A maximum of 9 credit hours of Graduate Capstone Design courses will be applied as Required Elective Credit. Only Lockheed Martin employees in the current ELDP cohort may take the Graduate Capstone Design series courses.

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Specialized Graduate Certificate in Systems Design and Architecture

This Specialized Graduate Certificate provides systems engineering expertise with emphasis on support for proposals after contract award, through critical design reviews, as well as system design and integration and associated validation and verification activities, which are necessarily traceable to system requirements. Case studies are applicable to engineering professionals in many industries, particularly regulated industries such as aerospace, biomedical, and autonomous vehicles.

Please note that this is the second of the three stackable certificates leading to the MS in Systems Engineering (Online) and is available as a singular Specialized Graduate Certificate.

Minimum Credit Requirements

Every candidate for the Specialized Graduate Certificate must complete 15 credit hours.

Course List

Code	Title	Credits
Required Courses
ENSY 4012	Systems Engineering Requirements Development	3
ENSY 4014	Complex System Architectures	3
ENSY 4016	Conceptual Design of Systems	3
Required Elective Courses (Choose at least two courses totaling at least 6 credit hours)		6
ENSY 4024	Applied Electrical, Mechanical and Software Systems
ENSY 4030	Introduction to Aerospace Missions
ENSY 4040	Systems Optimization
ENSY 4060	Practical Model Based Systems Engineering
ENSY 4112	Practical Validation and Verification Test Planning
ENGR 4501	Graduate Capstone Design I 1
ENGR 4502	Graduate Capstone Design II 1
ENGR 4503	Graduate Capstone Design III 1
ENGR 4504	Graduate Capstone Design IV 1
ENGR 4991	Independent Study
Total Credits		15

¹

A maximum of 9 credit hours of Graduate Capstone Design courses will be applied as Required Elective Credit. Only Lockheed Martin employees in the current ELDP cohort may take the Graduate Capstone Design series courses.

Engineering, Computer (ENCE)

Engineering, Electrical (ENEE)

Engineering, Systems (ENSY)