Academics
You cannot double count courses unless the course is in the free elective or engineering elective category of your BSIE in which case the course can be used towards the minor as well. Students in the Technology and Management program should discuss their minor program of study with their ISyE academic advisor.
Certain courses may be taken on a Pass/Fail basis. For undergraduate ISyE students these are limited to free electives, humanities and the additional social science (the required economics course, BOR history course and PSYC 1101 must be taken for letter grade). No ISyE courses may be taken on a Pass/Fail basis by a student seeking the BSIE degree unless the course is taken for free elective credit.
A maximum of 9 credit hours can be taken pass/fail
ALL STUDENTS, (whether having accumulated 60 hours or not) who would like to change to the ISyE major must attend a Change of Major information session. See below for registration form.
Admitted First Year Students – attend change of major session
First Year students (non-transfers) are allowed one major change during the first 2 semesters of residence. After attending the change of major session student may submit the change of major form to the ISyE Academic Office (Sudie Davis), however the form will not be submitted to the GT Registrar’s office until after the deadline for withdrawal from classes with a W grade in the first term of their enrollment. See here for the GT Academic Calendar. The change would be effective for the second term of enrollment.
Current GT students (non-First Year) – attend change of major session
GT students who have studied at GT for more than 2 semesters or have more than 60 hours must follow the ISyE Change of Major requirements below.
Transfer Students from other Universities – attend change of major session
ISyE follows GT Change of Major rules in addition to specific ISyE change of major requirements below.
Requirements for Non-First Year and Transfer Students:
ISyE change of major candidates must complete the following four GT courses::
- ENGL 1102* or PSYC 1101*
- CS 1301*, CS 1371, or CS 2316
- MATH 2603
- ISyE 2027
* If you have transfer credit for these courses, ISyE will pick an appropriate substitute course for you to take. Please email Sudie Davis.
Additionally, change of major candidates must:
- Earn at least a C in each of the four courses listed above;
- Earn at least a 3.0 average in the four courses, weighing each course equally;
- Have an overall Georgia Tech GPA of at least 3.0; and
- Have a letter grade for the four courses (no transfer credit accepted).
General guideline for registration:
Please note: being in the process of changing to ISYE does not grant you the ability to sign up for upper level ISYE classes. You must follow major restriction rules until you have met the requirements to officially change into ISYE.
- Continue with MATH. The ISyE sequence is:
- 1551 – Differential Calc
- 1553 or 1554 – Intro to Linear Algebra or Linear Algebra
- 1552 – Integral Calc
- 2551 (if you take MATH 1553) or 2550 (only if you take MATH 1554) – Multivariable Calc or Intro Multiv Calc
- 2603 – Intro to Discrete Math
- Add English 1102 if you need it. Otherwise, add a Humanities, PSYC 1101, ECON, etc.
- The first ISYE course, ISYE 2027, requires MATH 2551 (or MATH 2550) – you may register for ISYE 2027 if: either you have completed or are enrolled in MATH 2551. We strongly recommend taking MATH 2550 prior to ISYE 2027.
- Add a Lab Science – ISyE requires four semesters: Physics 2211 and 2212 and two other 4-hour lab sciences. See our website: https://www.isye.gatech.edu/academics/bachelors/current-students/curriculum
- Add CS 1301 – please see here for CS registration information: https://www.cc.gatech.edu/undergraduate-registration
- ISyE 2027 is major restricted until the last Wednesday of Phase II.
Sign up for an information session
If you are off-campus use the:
- Clientless Browser vpn - https://vpn.gatech.edu
- Follow these instructions
- Enter https://webforms.isye.gatech.edu/undergraduate-forms/change-major - into the "enter url" from the drop-down in the header.
or
click this link after you have signed into the vpn.
- Log into Buzzport
- On the Home tab, locate the “REGISTRATION AND STUDENT SERVICES “ channel
- Select the “Registration – OSCAR” link
- Select “Student Services & Financial Aid"
- Select “Student Records”
- Select “Change Program of Study”
- Select "Change your Concentration"
- Select your desired concentration and click “Submit Changes.”
If you are not sure of your Catalog Year, you can find listed on your DegreeWorks Audit. It is listed on the black bar that is titled BSIE - Degree Requirements.
Georgia Tech policy allows students to withdraw (drop) from one or more courses each term, if they are permitted to do so by their major school. The specific drop-date is published in the academic calendar. ISyE follows Georgia Tech policy. However, students should be judicious to avoid waste of time and resources. A decision to withdraw from a course is a serious one and should be made only after substantial deliberation and preferably in consultation with an academic advisor. See the Georgia Tech Catalog for rules and regulations on withdrawals. With the exception of part-time graduate students, students who withdraw from school and receive all grades of W will not ordinarily be permitted to re-enroll the next succeeding term. Refer to the Georgia Tech Catalog, Section VIII .B, for regulations regarding readmission.
Unless a student is using Grade Substitution, all grades will be averaged into your GPA. Please see the official Grade Substitution Policy for details. A very limited Grade Substitution Policy exists for students who receive a D or an F in a course. The class must be repeated within one calendar year and the application for grade substitution must be submitted on time.
Certain courses may be taken on a Pass/Fail basis. For undergraduate ISyE students these are limited to free electives, humanities and the extra social science (not ECON, Psychology or BOR History requirement).
For non-ISyE courses, the maximum number of Pass/Fail credits is
- 3 for those with total of 45 – 70 hours at Georgia Tech;
- 6 for 71 – 90 at Georgia Tech
- 9 for 91 or more at Georgia Tech.
Free electives can be classes such as social science classes, humanities classes, management classes, additional IE electives, etc.
Free Electives may not repeat the material in any other class used for the BSIE degree. For example, ISYE 3770/MATH 3770/ MGT 2250 do not satisfy a free elective for IE students because there is a required statistics class (ISYE 3030) in the curriculum.
Pre-calculus cannot be used as a free elective.
No CETL course can be used as free elective.
Classes that do not count as free electives for BSIE students include:
MATH 1711, MATH 1113
PHYS 2802 (Physics Help Class)
ISYE 3770/MATH 3770/ MGT 2250 (Management Statistics)
All CETL courses
Work or internship experiences
Any repeated class
Any class that duplicates any other class required for the BSIE degree
If in doubt, ASK YOUR ADVISOR!
See the Transfer Equivalency Table. If the class is not listed on this table, you need to contact the advisor in that department to ask who handles transfer credit in their department. For more information about transfer credit see the Catalog.
ISyE allows double counting for courses that are used toward a certificate as long as the Institute's guidelines are met.
Students seeking readmission must contact an ISyE advisor no less than three weeks before the readmission deadline listed on the Registrar website. All documents must be submitted to Registrar before the readmission deadline to be considered.
Students who have been dropped from school because of unsatisfactory academic performance may not always be re-admitted. They are advised strongly to seriously consider their educational and career aims and to seek educational alternatives accordingly. Among these alternatives are non-technical as well as engineering technology programs at other institutions. The sobering fact that many students who have fared poorly here must often face is that their aptitude, preparation, or work habits may simply not be amenable to a successful experience at Tech. In such cases, neither the Institute nor ISyE does the student a favor by granting readmission.
On the other hand, some students perform poorly (and are dropped accordingly) because of emotional difficulties, family and/or personal problems, substance abuse, and the like. Certainly, if this is the case, the student must be prepared, at the time of the readmission application, to present evidence that such problems contributed to the prior difficulties and that they are presently being dealt with appropriately. Helpful in this regard is documentation from suitable professional sources (i.e., physicians, counselors, etc.).
Semesters away from Georgia Tech: ISyE policy is that, void of extenuating circumstances, a student who has been dropped for unsatisfactory scholarship must remain out of school for at least 2 semesters (excluding summer semester). During this time, the student is urged to consider taking courses at an alternative institution. Demonstration of an ability to perform in a satisfactory manner accordingly and with regard to meaningful coursework strengthens the student's case for re-admission to Tech. Again, please take note that the ISyE department only provides a recommendation regarding re-admission. The final decision is made by the Institute Undergraduate Curriculum Committee.
Documents:
Readmission Application: Students must first submit a readmission application to Registrar (includes a payment of $30) before the deadline. This application will then be sent from Registrar to the ISyE Academic Office for review.
Petition to Faculty: Students must complete the petition to faculty form. The bottom of this form will be completed by an ISyE academic advisor. Students are also highly encouraged to attach a personal letter to the petition that addresses the committee and explains the students situation and reason they believe they should be allowed to return after dismissal.
Re-admission Contract: If re-admission is recommended by ISyE, the student will be asked to sign a contract which will include a program of study and a minimum grade point average which will assure a GPA of at least 2.0 at the end of the period described by the contract. Failure to meet any part of the contract will result in the student's dismissal from the institute. With this action, the student will also agree that no attempt will be made to seek further re-admission to ISyE.
A second academic dismissal (drop): Students are advised to review Section VIII, B.6 of the Student Rules and Regulations stating: "A student who is dropped a second time for unsatisfactory scholarship will not be re-admitted to the Institute."
See the Registrar's official definition and restrictions associated with different academic standings.
The minimum GPA required for graduating with an undergraduate degree from Georgia Tech is 2.0.
Additionally, starting Spring 2015, all incoming new students into IE must have a minimum GPA of 2.0 in their ISYE prefix classes in order to graduate with a BS IE. ISYE 2699/2698/4698/4699/4802 are not included in this GPA calculation.
See details in the Georgia Tech Catalog.
Students may ask for relief from any of the Institute's rules and regulations by submitting a formal request to the Institute Undergraduate Curriculum Committee. The necessary form, called a Petition to the Faculty, can be obtained in the ISyE undergraduate office or from the registrar's website. A "Petition to the Faculty" form may be completed by a student when asking for an exception to an Institute rule or policy. Some examples of exception requests include:
- To withdraw from school past the deadline
- To be readmitted after being placed on DROP status
- To extend the time to complete a thesis
- To be granted an individual course substitution
- To be granted full graduate standing
Typically, these petitions are granted when the student has been unjustly served by the regulations or when relief is requested from the consequences of a mistake over which the student had no control. Note, however, that these petitions will not be looked upon favorably if they seek protection from the consequences of your own carelessness.
A petitioner should complete the form, obtain the recommendation and signature of the undergraduate advisor or the Director of Undergraduate Studies, and submit the petition to the Registrar. Understand, however, that a departmental recommendation is not routine. If your case is not viewed as a legitimate one accordingly, do not expect a positive recommendation.
Special Topics
Engineering Electives
Important Notes - 2016-2017 Catalog or Later
- You must take at least one of the following (3 credits each):
Course | Description | Credit |
---|---|---|
Digital System Design | 3 | |
Intro Signal Processing | 3 | |
Circuits & Electronics & Instrum & Electronic Lab | 3 |
- The remaining 6 credits must satisfy the following:
- Take at least 2 additional credits from Group 1
- All Special Topics courses (4801/4803/4823, etc.) MUST be approved by your advisor. No SEMINARS may be used
- YOU MUST MEET THE PRE-REQUISITE REQUIREMENTS FOR EACH COURSE
- Some departments may only allow you to register during Phase II.
- To satisfy Group 2 Engineering Elective credit, all Vertically-Integrated Projects (VIP) courses must be approved by the ISyE Associate Undergraduate Chair each semester, and at least three but no more than four credits of VIP coursework must be taken (typically, with the same project).
- For a list of projects already approved or denied, please see the "Group 2 VIP Courses" tab on the left
- Upon completion of at least 3 credit hours of VIP with the same project, please contact your assigned academic advisor to have the credits moved to Engineering Electives Group 2.
- It is very rare for any research (within ISyE or otherwise) to be approved as an Engineering Elective.
- PHYS 2021 (Solar System) will not be accepted for any Engineering Elective credit after Fall 2020.
Group 1
Course | Description | Credit |
---|---|---|
Low-Speed Aerodynamics | 3 | |
Dynamics | 3 | |
Thermodynamics & Comp Flow | 3 | |
Conservation Principles in BME | 3 | |
Systems Physiology | 3 | |
Dynamics {only students who have applied to graduate will be considered for a permit; contact your ISyE advisor} | 2 | |
Environmental Engineering Principles {only students who have applied to graduate will be considered for a permit; contact your ISyE advisor} | 3 | |
Geomatics {only students who have applied to graduate will be considered for a permit; contact your ISyE advisor} | 3 | |
Construction Engr & Mgt {only students who have applied to graduate will be considered for a permit; contact your ISyE advisor} | 3 | |
Environmental Engineering Systems {only students who have applied to graduate will be considered for a permit; contact your ISyE advisor} | 3 | |
Transportation Planning & Design {only students who have applied to graduate will be considered for a permit; contact your ISyE advisor} | 3 | |
Chemical Process Principles | 3 | |
Chemical Engineering Therodynamics I | 3 | |
Biofuels, Bleaching and Paper making | 3 | |
Pulping and Chemical Recovery | 3 | |
Bleaching and Papermaking | 3 | |
Statics | 2 | |
Deformable Bodies | 3 | |
Computer Organization and Programming | 4 | |
Machine Learning | 3 | |
User Interface Design Title must be "Human-Computer Interaction" (for CS 3873) | 3 | |
Computational Problem Solving for Sci & Engr. | 3 | |
Computing for Data Analysis | 3 | |
Data and Visual Analytics | 3 | |
Digital System Design | 3 | |
Introduction to Signal Processing | 3 | |
Circuit Analysis | 3 | |
Mechanisms for Computing Systems | 4 | |
Computer Communications | 3 | |
Circuits and Electronics | 2 | |
Instrumentation and Electronic Lab | 1 | |
Wireless Communication | 3 | |
Dynamics of Rigid Bodies | 3 | |
System Dynamics & Control | 4 | |
Thermodynamics | 3 | |
Introduction to Fluid and Thermal Engineering3 | 3 | |
Principles & Applications of Engineering Materials | 3 | |
Thermal & Transport Props | 3 | |
Elc, Optical&Magnet Properties | 3 | |
Design with Materials I | 1 | |
Radiation Physics | 3 | |
Structure and Properties of Fibers and Polymers | 3 | |
Yarn and Fabric Formation | 3 |
Group 2
Course | Description | Credit |
---|---|---|
Special Topics w/ COE 2001* | 1 | |
Introduction to Aerospace Vehicle Performance | 3 | |
Wind Engineering | 3 | |
Life Cycle Cost, Schrage | 3 | |
Healthcare Design of the Future | 3 | |
Mathematical Models in Biology | 3 | |
Mathematical Biology | 3 | |
Intro to Biomechanics | 4 | |
Introduction to BME Design | 3 | |
Global Health Engineering | 3 | |
Introduction to Biomaterials | 3 | |
Coastal Engineering {only students who have applied to graduate will be considered for a permit; contact your ISyE advisor} | 3 | |
Air Pollution Control Eng {only students who have applied to graduate will be considered for a permit; contact your ISyE advisor} | 3 | |
Freight Transportation Systems and Airport Plan | 3 | |
Transportation Policy & Analysis | 3 | |
Intro to Biomaterials | 3 | |
Startup Lab: Introduction to Technology Ventures | 3 | |
Intro to Microelec & Nano Revolution | 3 | |
Sustainable Urban Development | 3 | |
Introduction to Urban Regional Planning | 3 | |
Land Conservation | 3 | |
Urban Transportation | 3 | |
Introduction to Geographic Information Systems | 3 | |
Digital Design Lab for CS | 1 | |
Grand Achievements and Grand Challenges | 3 | |
Vertically-Integrated Projects (VIP) program {See the Important Notes regarding VIP courses} | 1 or 2 | |
Vertically-Integrated Projects (VIP) program {See the Important Notes regarding VIP courses} | 1 or 2 | |
Vertically-Integrated Projects (VIP) program {See the Important Notes regarding VIP courses} | 1 or 2 | |
Vertically-Integrated Projects (VIP) program {See the Important Notes regarding VIP courses} | 1 or 2 | |
Vertically-Integrated Projects (VIP) program {See the Important Notes regarding VIP courses} | 1 or 2 | |
Digital Design laboratory | 2 | |
Substrate Fabrication | 3 | |
1 towards Engineering Elective | ||
Bioinspired Design | 3 | |
Model Based Systems Engineering | 3 | |
Creative Design & Decision Making | 3 | |
Engineering & International Development | 3 | |
Experimental Methodology | 3 | |
Energy Systems Engineering | 3 | |
Composite Mtl Pros | 3 | |
Characterization of Materials | 3 | |
Historical Development of Engineering Materials | 3 | |
MSE 3300 | Mat Sci & Eng of Sports | 3 |
1 | ||
Optics and Soft Materials | 3 | |
Intro to Biomaterials | 3 | |
Materials Entrepreneurship | 1 | |
Soft Nano Materials | 3 | |
Fundamentals of Nanomaterials & Energy | 3 | |
Nanoscale Physical Properties and Characterization | 3 | |
Solar Systems (* will not be accepted for Eng Elective credit after Fall 2020) | 3 | |
Introduction to Fiber Enterprise | 3 | |
Safety & Ethics | 1 | |
Title may vary each semester | 1 | |
VIP 2601 / VIP 3601 / VIP 3602 / VIP 4601 / VIP 4602 / VIP 4603 | Vertically-Integrated Projects (VIP) program {See the Important Notes regarding VIP courses} | 1 or 2 or 3 |
Group 2 Vertically-Integrated Projects
Please see below for a list of approved and denied VIP projects. If the project in which you are interested is not on this list, please submit the Course Substitution Form to request that we review it for consideration as a Group 2 Engineering Elective.
To satisfy Group 2 Engineering Elective credit:
- At least three but no more than four credits of VIP coursework must be taken with the same project over 2 consecutive semesters (with exceptions for summer and co-op/internship semesters).
- View list below for a list of projects already approved or denied
- Upon completion of at least 3 credit hours of VIP with the same project and in 2 consecutive semesters (with exceptions for summer and co-op/internship semesters), please contact your assigned academic advisor to have the credits moved to Engineering Electives Group 2.
- VIP counts for free elective if not used for Engineering Elective.
VIP Project | Status |
---|---|
ACT Driving Simulator | Approved |
Agile Communication Architecture | Approved |
AI-based Discovery and Innovation | Approved |
Art + AI | Approved |
Automated Algorithm Design | Approved |
Bits of Good | Approved |
Diabetes and Chronic Disease Systems | Approved |
eStadium | Approved |
Getting to know U. | Approved |
GT Mobile STEM Lab | Approved |
Health Informatics | Approved |
HumaniTech | Approved |
Intelligent Transportation | Approved |
M.A.R.S Marsian Adv | Approved |
Reinventing Mobility in Atlanta | Approved |
Smart and Connected Bioelectronics | Approved |
Smart City Infrastructure | Approved |
Spatiotemporal Modeling: COVID-19 | Approved |
Stadium-IoP | Approved |
Century Global Atlanta | Denied |
Design Bloc | Denied |
Engineering for Social Innovation | Denied |
Global Social Entrepreneurship | Denied |
IoT in Health | Denied |
Sports Performance Intelligence Platforms | Denied |
Wellbeing and Mental health | Denied |
Environmental Requirements
ISyE requires that a BSIE student have one course that deals with the environment. Accordingly, the following list provides a sample of acceptable courses that satisfy the environmental requirement.
4-HOUR LAB SCIENCE REQUIREMENTS:
- BIOS 1107 (was BIOL 1510) - Biological Principles
- BIOS 1220 - Biology of Sex and Death
- EAS 1600 - Introduction to Environmental Science
- EAS 1601 - Habitable Plant
- EAS 2600 - Earth Processes
SOCIAL SCIENCE ELECTIVES:
- ECON 4440 - Economics of Environment
ENGINEERING ELECTIVES:
- CEE 2300 - Environmental Engineering Principles
- CEE 4300 - Environmental Engineering Systems
- CP 2233 - Sustainable Urban Development
FREE ELECTIVES (Courses listed above may be used as free elective as well):
- BIOS 2300 - Ecology
- BIOL 2335 - General Ecology
- EAS 2750 - Physics of the Weather
- EAS 3110 - Energy, Environ, Society
- EAS 4480 - Environ Data Analysis
- ISyE 4501 - Energy, Efficiency, and Sustainability (Offered in Fall Semester, starting in Fall 2018 - replaces ISyE 4803 below)
- (ISyE 4803 - Energy and Environmental Analysis (replaced by ISyE 4501, but will still be accepted))
- PHYS 2750 - Physics of the Weather
- SLS 3120 - Foundations of Sustainable Systems
There are other courses offered at Tech from time to time that will meet this requirement. If you find a course that you wish to take and feel that the content qualifies, please contact your academic advisor for approval prior to enrolling.
Matching Courses to Concentrations
To determine your Catalog Year, you will need to access your DegreeWorks (via Buzzport) and then look for the BSIE - Degree Requirements row. At the end of that row, your Catalog Year is listed above your GPA.
2019-2020 (and later) Catalog year
The table lists how the various concentration courses can be used to satisfy each concentration's requirements (please refer to the curriculum pages for the other rules that still must be observed):
Breadth or blank - Course can satisfy as a Breadth course if labeled as a Depth or Reqd for another concentration
Course | Analytics and Data Science | Economic and Financial Systems | Operations Research | Advanced Studies in Operations Research and Statistics * | Quality and Statistics | Supply Chain Engineering |
---|---|---|---|---|---|---|
ISYE 3039 | Reqd | |||||
ISYE 3103 | Reqd | |||||
ISYE 3104 (now 4112) | Reqd | |||||
ISYE 3106 (was 3803) | Breadth | Breadth | Breadth | Breadth | Breadth | Breadth |
ISYE 4034 | Depth (B) | Depth | ||||
ISYE 4045 | Depth (A) | Reqd | ||||
ISYE 4111 | Depth | |||||
ISYE 4112 (was 3104) | Reqd | |||||
ISYE 4113 (was 4803 Adv Mfg) | Depth | |||||
ISYE 4133 | Depth (A) | Depth | Depth * | |||
ISYE 4134 | Depth (A) | Depth | ||||
ISYE 4232 | Depth (A) | Reqd | Depth * | |||
ISYE 4301 | Reqd | |||||
ISYE 4311 | Reqd | |||||
ISYE 4501 | Breadth | Breadth | Breadth | Breadth | Breadth | Breadth |
ISYE 4510 (was 4803 Public Health Systems) | Breadth | Breadth | Breadth | Breadth | Breadth | Breadth |
ISYE 4601 (was 4803 Online Learn & Dec Making) | Depth (B) | Depth | ||||
ISYE 4803 | Depth | |||||
ISYE 4803 | Depth (B) | Depth | ||||
ISYE 4803 | Depth (B) | Depth | ||||
ISYE 4803 | Breadth | Breadth | Breadth | Breadth | Breadth | Breadth |
ISYE 4803 | Depth | |||||
ISYE 4803 | Depth | |||||
ISYE 4803 | Depth (B) | Depth | Depth | |||
ISYE 4803 | Breadth | Breadth | Breadth | Breadth | Breadth | Breadth |
ISYE 4803 | Reqd | |||||
ISYE 4803 | Breadth | Breadth | Breadth | Breadth | Breadth | Breadth |
ISYE 4803 | Depth | |||||
ISYE 4803 | Breadth | Breadth | Breadth | Breadth | Breadth | Breadth |
ISYE 4803 | Depth (B) | |||||
ISYE 4803 | Depth (B) | |||||
ISYE 4803 | Depth (B) | |||||
ISYE 4803 | Breadth | Breadth | Breadth | Breadth | Breadth | Breadth |
ISYE 4803 | Depth (B) | |||||
ISYE 4803 | Breadth | Breadth | Breadth | Breadth | Breadth | Breadth |
ISYE 4803 | Depth (A) | Depth | ||||
ISYE 4803 | Breadth | Breadth | Breadth | Breadth | Breadth | Breadth |
ECON 3150 | Depth | |||||
ECON 4180 | Depth | |||||
ECON 4311 | Depth | |||||
ECON 4340 | Depth | |||||
ECON 4350 | Depth | |||||
ECON 4351 | Depth | |||||
ECON 4352 | Depth | |||||
ECON 4803 | Depth | |||||
MGT 3078 | Depth | |||||
CS 4641 | Depth (B) | Depth | ||||
CX 4240 | Depth (B) | Depth | ||||
CX 4242 | Depth | |||||
MATH 4262 | Depth |
Note that under the 2019-2020 Catalog, the General concentration consists of any five concentration classes (prior approval by the ISyE Associate Chair for Undergraduate Studies is required in order to include more than one Special Topics course (ISYE 3803 or ISYE 4803) that is not a depth/required course for the other concentrations).
BSIE Courses That Cannot Both be Taken for Credit
**For information on major restrictions, please view the OSCAR Schedule of Classes.**
The following pairs of courses have significant overlap in content. These courses cannot both be taken for credit.
* Courses are part of the core ISyE curriculum
- APPH 1040 * & HPS 1040 *
- APPH 1050 * & HPS 1040 *
- CS 4641 & ISYE 4803 Fdns & Apps Machine Learning
- ECE 2020 * & ECE 2030
- ECON 2100 * & ECON 2101 *
- ECON 2100 * & ECON 2105 *
- ECON 2100 * & ECON 2106 *
- ECON 2101 * & ECON 2105 *
- ECON 2101 * & ECON 2106 *
- INTA 1200 * & POL 1101 *
- MATH 2406 & MATH 2803 HEH
- MATH 4803 MOR (Spr13) & MATH 3803 MOR (Spr15)
- MGT 3000 * & ACCT 2101 *
- MGT 3000 * & ACCT 2102
- MGT 3062 & MGT 3078 *
- MGT 3076 & MGT 3078 *
- MGT 3101 & MGT 3150 *
- MGT 3607 & MGT 4803 (Business Ethics)
- MGT 4043 & MGT 4803 (Advanced Financial Reporting)
- MGT 4106 & MGT 4803 (Teamwork in Organizations)
- MGT 4116 & MGT 4803 (Gender & Ethnicity in US & Global Org)
- MGT 4194 & MGT 4803 (Social Entrepreneurship and Enterprise).
- MGT 4308 & MGT 4803 (Advertising & Promotions)
- MGT 4309 & MGT 4803 (Services Marketing)
- MGT 4311 & MGT 4803 (Digital Marketing)
- MGT 4341 & MGT 4803 (Management of Healthcare Operation)
- MGT 4367 & MGT 4803 (Revenue Analytics)