WI

Bachelor's in AI
On-Campus

University of Wisconsin–Madison

BS in Computer Engineering – ML & Data Science

  • Madison
About This Program

This computer engineering degree features a specialized option focused on the mathematics and tools of machine learning.

Student Reviews
Write a Review
What You'll Learn

Students learn the practices of data science in engineering, including random signal analysis and tool-based machine learning.

For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
The curriculum utilizes elective credits for courses in matrix methods, neural networks, database systems, and AI foundations.
Typical Course Topics
1. Data Structures and Programming (Python, C++) 2. Machine Learning and Predictive Modeling 3. Algorithm Design and Analysis 4. Applied Linear Algebra and Statistics 5. Big Data Analytics 6. Digital Logic and Computer Architecture
Program Specializations:
Machine Learning
Deep Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
High school diploma or equivalent with strong performance in mathematics and science is required. Most programs expect a cumulative GPA of 3.0 or higher and standardized test scores (SAT/ACT); some institutions now make these optional.
Academic Requirements (Typical)

• Degree Required: Bachelor of Science
• GRE/GMAT: Not Required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)

Application Materials (Typical)

• Statement of Purpose: Optional
• Letters of Recommendation: 1–2 (optional for undergraduate)
• Resume: Optional
• Transcripts: Official high school transcripts required

Application Timeline

Most programs have rolling admissions or deadlines in early winter for fall admission. Check the official program website for exact dates.

Check Application Deadlines
Career Opportunities in AI

Begin Machine Learning Engineer career in Cross-Industry AI with machine learning focus

Estimated Industry Salary
Machine Learning Engineer: $130,000 Data Scientist: $125,000 AI Systems Engineer: $128,000 Software Engineer (AI/ML): $127,000
Total compensation (entry to mid-level)
AI Job Growth
21.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. Data Scientist 3. AI Systems Engineer 4. Research Scientist (AI/ML)
Top AI Employers (Industry-Wide):
Top employers include tech giants like Google, Microsoft, Amazon, and Meta, as well as companies specializing in AI applications across automotive, healthcare, and financial services sectors.
Explore AI Career Paths
Program Details
Duration
  • 4 Year
Tuition
  • 100,008
Format
On-Campus
Specializations
Machine Learning
Deep Learning
Official Resources
Program Website
Request Information