Electrical & Computer Engin 597ML - ST-Machine Learning/Engineers

Introductory course in machine learning designed for senior level undergraduates and graduate students. The class will briefly cover topics in regression, classification, mixture models, trees, neural networks, deep learning, and ensemble methods. The course will give the student the basic ideas and intuition behind modern machine learning methods as well as a bit more formal understanding of how, why, and when they work.