SFE 340 Mathematical Foundations of AI and ML
This course focuses on the mathematical foundations found at the heart of computer-based machine learning and artificial intelligence techniques. Topics include linear regression, network connectivity and neural networks, input methods including edge detection and filters, genetic algorithms, and Bayesian networks.