Statistical Machine Learning

Catalog description

Statistical Machine Learning: Machine Learning is an interdisciplinary field with joint inputs from statistics, computer science, machine learning, and artificial intelligence. This course is intended to cover some commonly-used data mining techniques, with more focus on the mathematical parts- statistical learning algorithms. The materials are arranged in two main categories: unsupervised learning and supervised learning.