Introduction to Machine Learning for ECE

4 units · Graduate

Introduction to Machine Learning. Coverage includes linear regression, linear classification, model and feature selection, neural networks, clustering, and principle components analysis. Python will be used for implementation examples. Prereq: CSE 1222 or Engr 1281.xx; and Math 2568 and Stat 3470; and enrollment in ECE major; or Grad standing in ECE. Not open to students with credit for 4194.02 (Sp19, Machine Learning), 4300, 5300, or MechEng 5194 (Au19, Applied ML for MAE).