Introduction to Machine Learning: Unsupervised learning algorithms

Introduction to machine learning techniques that are not neural network based techniques. Overview includes: - Description of supervised and unsupervised learning methods - Development and implementation of leading algorithms for unsupervised learning - Development and implementation of leading algorithm for supervised learning - Mathematical optimization frameworks required for learning Additional lectures can be found at: faculty.washington.edu/kutz/