ECE 487
System Design for Machine Learning and Signal Processing
Duke University · UGRD · Fall 2026
Catalog description
Small groups work through design process for a machine learning &/or signal processing system. Brainstorming ideas, reviewing modern techniques in ML & SP, choosing & implementing projects. Use of modern collaboration tools & techniques that allow agile collaborative group design & development, consideration of resources, delivery of written & oral presentations, consideration of appropriate engineering standards & realistic constraints. Prerequisites: ECE 230L & 250D & 270DL & 280L & (MATH 353 or 356) & (STA 240L, MATH 230, 231, 238L or 340, ECE 555 or EGR 238L) & (PHYSICS 26 or 152L) & (CHEM 101DL, 20 or 21) & two Signal Processing, Communication & Controls concentration electives.
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