Introduction to Machine Learning: Unsupervised learning algorithms [Video]

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/