Machine Learning

CS 5350/6350, DS 4350, Spring 2024

Least Mean Squares Regression

This lectures covers the least mean square method for linear regression. Along the way, we will encounter the ideas of learning by minimizing a loss function, and gradient and stochastic gradient descent.


  • Chapter 3.1 of Christopher Bishop, Pattern Recognition and Machine Learning.