Рет қаралды 418
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/