BS in Computer Engineering - Machine Learning and Data Science

University of Wisconsin–Madison

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

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

Typical Courses

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

Career Paths

1. Machine Learning Engineer 2. Data Engineer 3. AI Hardware Engineer 4. Computer Vision Specialist