WI

Bachelor's in AI
On-Campus

University of Wisconsin–Madison | BS in Computer Engineering - Machine Learning and Data Science

  • Madison
About This Program

An undergraduate named option that focuses on the mathematics, tools, and practices of machine learning within the broader computer engineering major.

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What You'll Learn

Students develop proficiency in matrix methods, neural networks, and random signal analysis to apply data-driven innovation to complex engineering systems.

For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
The curriculum covers 16-17 elective credits focusing on AI-specific topics, including digital signal processing, database management, and the ethics of data.
Typical Course Topics
1. Digital Systems Design 2. Machine Learning Fundamentals 3. Data Structures and Algorithms 4. Deep Learning and Neural Networks 5. Computer Vision 6. Natural Language Processing
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 a minimum GPA of 3.0 preferred, strong performance in math and science courses, and SAT/ACT scores optional depending on the institution.
Academic Requirements (Typical)

• Degree Required: High School Diploma
• 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: Optional
• Resume: Optional
• Transcripts: Official 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 Engineering AI with machine learning focus

Estimated Industry Salary
Machine Learning Engineer: $120,000
Total compensation (entry to mid-level)
AI Job Growth
23.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. Data Engineer 3. AI Hardware Engineer 4. Computer Vision Specialist
Top AI Employers (Industry-Wide):
Top employers include tech giants like Google, Microsoft, NVIDIA, and Intel, as well as research labs and AI startups.
Explore AI Career Paths
Program Details
Duration
  • 4 Year
Tuition
  • 55,552
Format
On-Campus
Specializations
Machine Learning
Deep Learning
Official Resources
Program Website
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