University of Wisconsin–Madison
BS in Computer Engineering - Machine Learning and Data Science
Last reviewed June 2026 by the AI Graduate editorial team. Program data is compiled and verified from official university sources — see our methodology.
How this program compares
University of Wisconsin–Madison's BS in Computer Engineering - Machine Learning and Data Science lists about $55.6K total tuition — roughly 38% below the $89.8K AI bachelor's average (45th percentile in our data). It runs on a full-time schedule (on-campus).
Admission Snapshot
Typical admitted student: High school diploma or equivalent with a minimum GPA of 3.0 preferred, strong performance in math and science courses, and SAT/ACT scores optional depending on the institution.
About This Program
An undergraduate named option that focuses on the mathematics, tools, and practices of machine learning within the broader computer engineering major. Most students complete it in about 4 years.
At roughly $55.6K total, University of Wisconsin–Madison's BS in Computer Engineering - Machine Learning and Data Science sits below the $89.8K average among AI bachelor's programs we track — the 45th percentile on price. That puts it in the mid-range on price among comparable programs.
It is one of 25 AI-related programs we track in Wisconsin, of which about 56% offer an online option. On price, it comes in higher than about 84% of the Wisconsin programs in our data, where typical tuition runs near $34.7K.
Graduates frequently move into roles such as Machine Learning Engineer, with reported salaries around $120,000.
Design and optimize hardware systems for AI and data-intensive applications.
Career Outcomes
Graduates of University of Wisconsin–Madison's BS in Computer Engineering - Machine Learning and Data Science most often target Machine Learning Engineer roles, where reported compensation runs around $120,000. Its focus on Machine Learning and Deep Learning maps directly to how employers in engineering ai screen for specialized skills rather than generic degrees. Federal projections for this occupational area point to roughly 23% growth this decade — verify the current figure on the BLS Occupational Outlook Handbook before you rely on it.
- 1. Machine Learning Engineer
- 2. Data Engineer
- 3. AI Hardware Engineer
- 4. Computer Vision Specialist
What You'll Learn
- Design and optimize hardware systems for AI and data-intensive applications
- Implement machine learning models for predictive analytics and pattern recognition
- Process and analyze large-scale datasets using engineering tools and frameworks
- Develop AI-driven embedded systems and real-time data processing pipelines
Curriculum Highlights
The curriculum covers 16-17 elective credits focusing on AI-specific topics, including digital signal processing, database management, and the ethics of data.
Top Employers
Top employers include tech giants like Google, Microsoft, NVIDIA, and Intel, as well as research labs and AI startups.
Admissions
Admission to University of Wisconsin–Madison's BS in Computer Engineering - Machine Learning and Data Science generally expects a high school diploma. The GRE is not required here — a growing norm among AI programs — so applicants can often lead with coursework, projects and recommendations instead. Deadlines, testing policies and funding change year to year, so confirm the current requirements on the official program page before applying.
Application Materials
- Statement of Purpose: Optional
- Letters of Recommendation: Optional
- Resume: Optional
- Transcripts: Official transcripts required
Frequently Asked Questions
What makes University of Wisconsin–Madison's BS in Computer Engineering - Machine Learning and Data Science stand out?
An undergraduate named option that focuses on the mathematics, tools, and practices of machine learning within the broader computer engineering major.
Can you complete the BS in Computer Engineering - Machine Learning and Data Science online through University of Wisconsin–Madison?
This program is listed as on-campus, so plan for on-campus attendance. University of Wisconsin–Madison may offer other online AI options — verify current formats before applying.
How much does the BS in Computer Engineering - Machine Learning and Data Science cost?
We estimate total tuition at roughly $55.6K, below the $89.8K average for comparable AI bachelor's programs in our database. Tuition changes yearly and excludes fees and living costs, so treat this as a planning figure and confirm with University of Wisconsin–Madison.
Does the BS in Computer Engineering - Machine Learning and Data Science require the GRE?
No — University of Wisconsin–Madison does not require the GRE for this program, which is increasingly common among AI programs. A strong transcript, projects and recommendation letters carry more weight.
How long does the BS in Computer Engineering - Machine Learning and Data Science take to complete?
Most students finish in about 4 years for full-time enrollment. Accelerated or part-time tracks may change the timeline.
What jobs can you get with the BS in Computer Engineering - Machine Learning and Data Science?
Graduates commonly pursue roles such as Machine Learning Engineer, with reported pay around $120,000. Actual outcomes depend on your prior experience, portfolio and location — see our AI salary guide for current, source-cited ranges.
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