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CMPE 677
Machine Intelligence
Teaching devices to learn a task without being programmed how to do it. Regression through classification, decision trees, Bayesian methods and support vector machines, then neural networks, deep learning, and reinforcement learning.
12 lectures · 296 slides · updated 2026
CMPE 530/630
Digital IC Design
How a logic gate becomes silicon. CMOS transistor theory, fabrication and layout, delay and power models, combinational and sequential circuit families, testing and verification, and memory.
12 lectures · 378 slides · updated 2022
More courses as they are cleaned up for release.