Learning Machines: Course Syllabus

This half-semester course aims to introduce machine learning, a complex and quickly evolving subject deserving of a far more intensive study. The goal of this course is to open a preliminary investigation of the conceptual and technical workings of a few key machine learning models, their underlying mathematics, their application to real-world problems and their philosophical value in understanding the general phenomena of learning and experience.