The typical four-year outline for Michigan Tech's artificial intelligence bachelor's degree provides a semester-by-semester guide to core courses, labs, and requirements.
The Interactive Degree Audit is the official method for tracking the completion of your specific degree requirements. Please be aware that there are multiple ways for students to progress through this major. This is just one sample and adjustments may be required due to curriculum changes. Students should work with their advisor to develop their individual plan. A full list of undergraduate course descriptions is available.
Year One
| Course | Prerequisites | Credits |
|---|---|---|
| UN 1015 Composition | 3 | |
| Essential Education: Natural and Physical Science | 3 | |
| CS 1131: Intro to Programming | 5 | |
| CS 1000: Explorations in Computing | 1 | |
| MA 1160: Calculus I | 4 | |
| Total | 16 |
| Course | Prerequisites | Credits |
|---|---|---|
| Essential Education: Foundations of the Human World | 3 | |
| Essential Education: Activities for Well-being and Success | 1 | |
| DATA 1200: Data Science with Python | MA 1160 | 3 |
| MA 2320: Linear Algebra | MA 1160 | 2 |
| Focus Area / Tech Elective | 3 | |
| Free Elective | 3 | |
| Total | 15 |
Year Two
| Course | Prerequisites | Credits |
|---|---|---|
| Essential Education: Arts & Culture | 3 | |
| Essential Education: Activities for Well-being and Success | 1 | |
| CS 2311: Discrete Structures | CS 1121, MA 1161 | 3 |
| DATA 2201: Foundations of Data Science | DATA 1200, CS 1122, CS 2320, MA 2320 | 3 |
| MA 2720: Statistical Analysis | 3 | |
| Free Elective | 3 | |
| Total | 16 |
| Course | Prerequisites | Credits |
|---|---|---|
| Essential Education: Intercultural Competency | 3 | |
| CS 2321: Data Structures | CS 1122 | 3 |
| CS 2800: Intro to AI Apps | CS 1121, CS 1122, DATA 1200 | 3 |
| Focus Area | 3 | |
| AI and Society | 3 | |
| Total | 15 |
Year Three
| Course | Prerequisites | Credits |
|---|---|---|
| Essential Education: Activities for Well-being and Success | 1 | |
| CS 4811: Artificial Intelligence | CS 4861 | 3 |
| CS 3141: Team Software | CS 2311, CS 2321 | 3 |
| CS/AC 3xxx Cloud Computing | 3 | |
| Focus Area | 3 | |
| Total | 13 |
| Course | Prerequisites | Credits |
|---|---|---|
| Essential Education: Experience | 3 | |
| CS 4801: Foundations of ML | DATA 2201, MA 2720 | 3 |
| CS 4321: Introduction to Algorithms | CS 2311, CS 2321 | 3 |
| Focus Area | 3 | |
| Technical Elective | 3 | |
| Total | 15 |
Year Four
| Course | Prerequisites | Credits |
|---|---|---|
| Essential Education: Communication Intensive | 3 | |
| CS 4841: Deep Learning | 3 | |
| AI and Society | 3 | |
| Focus Area | 3 | |
| Technical Elective | 3 | |
| Total | 15 |
| Course | Prerequisites | Credits |
|---|---|---|
| CS/DATA 4991 | 3 | |
| Focus Area | 3 | |
| Technical Elective | 3 | |
| Technical Elective | 3 | |
| Free Elective | 3 | |
| Total | 15 |
Grand Total = 120 Credits
Essential Education Requirements (37 total credits)
Required courses are:
- a Math course (3 credits),
- a Natural and Physical Science course (3 credits),
- STEM courses (6 credits),
- a Foundations in the Human World course (3 credits),
- Composition UN 1015 (3 credits),
- a Communication Intensive course (3 credits),
- an Intercultural Competency course (3 credits),
- an Essential Ed Seminar course (UN 1013 or UN 2013 or major-specific, 1-3 credits),
- an Arts and Culture course (3 credits),
- a SHAPE elective (3 credits)
- an Essential Education Experience course (3 credits),
- and 3 credits of Activities for Well-being and Success.
Up to five Essential Education requirements and the Michigan Tech Seminar may be shared (doublecounted) with major requirements. Students should work with their advisor to determine which major requirements may satisfy Essential Education requirements.
For specific courses, reference Essential Education on the Registrar's website.
[Specifics about electives]
Additional Notes
- Prerequisite (pre-req) course must be successfully completed PRIOR to taking the subsequent
course.
- Concurrent Prerequisites (concurrent noted by (C) or ©) may be taken at the same time,
although it is not necessary if the prerequisite course is completed first.
- Required Corequisite (co-req) courses that MUST be taken together in the same semester.
- Class Standing: So (Sophomore Standing earned 30 credits) Jr (Junior Standing earned 60 credits), Sr (Senior Standing earned 90 credits)
- Semester Offered: Noted under electives with F (Fall), Sp (Spring), Su (Summer) or On Demand (no anticipated offering but may show in the schedule, consult with your advisor)
- Concurrent Prerequisites (concurrent noted by (C) or ©) may be taken at the same time,
although it is not necessary if the prerequisite course is completed first.
- Math: Students are placed into an initial math course based on ACT/SAT math score, the online ALEKS assessment, or a math placement exam score for credit (AP, IB, CLEP).
- Transfer, Advanced Placement, or study abroad courses are not included in credit hours used for GPA calculations. Transfer credit is awarded for Michigan Tech equivalent coursework only if a grade of ‘C’ or better (2.00/4.00) or equivalent is earned at a transfer institution. Study abroad credit will be awarded based on passing a course according to equivalent international standards. Advanced Placement credit is awarded according to published AP Exam score standards (also IB and CLEP).
This degree plan is not an official list of degree requirements. Adjustments may be required due to curriculum changes.
Updated 04/27/2026