University of Wisconsin–Madison
BS in Computer Engineering - ML & Data Science
How this program compares
Benchmark this program against our national recognition pages and use the key guides below to evaluate ROI, admissions difficulty, and outcomes.
Admission Snapshot
Typical admitted student: 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.
About This Program
This computer engineering degree features a specialized option focused on the mathematics and tools of machine learning.
Career Outcomes
Begin Machine Learning Engineer career in Cross-Industry AI with machine learning focus
- 1. Machine Learning Engineer
- 2. Data Scientist
- 3. AI Systems Engineer
- 4. Research Scientist (AI/ML)
What You'll Learn
- Design and implement machine learning algorithms for real-world engineering applications
- Develop proficiency in programming languages and data processing tools essential for AI systems
- Analyze large datasets to extract insights and optimize engineering solutions
- Apply mathematical foundations of linear algebra and statistics to solve complex computational problems
Curriculum Highlights
The curriculum utilizes elective credits for courses in matrix methods, neural networks, database systems, and AI foundations.
Top Employers
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.
Admissions
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.
Application Materials
- Statement of Purpose: Optional
- Letters of Recommendation: 1–2 (optional for undergraduate)
- Resume: Optional
- Transcripts: Official high school transcripts required
Academic Requirements
- Degree Required: Bachelor of Science
- GRE/GMAT: Not Required
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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