BS in Computer Engineering - ML & Data Science

University of Wisconsin–Madison

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

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

Typical Courses

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

Career Paths

1. Machine Learning Engineer 2. Data Scientist 3. AI Systems Engineer 4. Research Scientist (AI/ML)