Advanced Machine Learning and Neural Networks

An advanced course on learning from data, moving from supervised and unsupervised fundamentals through neural networks to transformers and attention mechanisms. Students also study adversarial learning, Bayesian methods, and genetic algorithms, and each designs and completes an individual term project applying the material.