EEC 193

Hands-On Learning: EEC 174 A/B

EEC 174 A/B: Senior Design Projects in Applied Machine Learning

In EEC 174 A/B, students will be introduced to challenges involved in designing and implementing components that are critical to data-driven and artificial intelligence (AI)-based control systems, including but not limited to data preprocessing, sensor fusion, computer vision (semantic segmentation, objection detection), machine learning (ML) based classification, and learning-based control systems. This is a team project that includes a final presentation and report. Example design projects include but not limited to: (1) implement learning modules for smart transportation (e.g., lane line detection, path finding, smart traffic light controller with reinforcement learning), (2) design and implement ML-driven clinical decision support system for smart healthcare applications. The students will work in teams of three or more.