====== 2 - Connecting the dots with simple linear models ====== February 4th, 2010. === Slides === [[cos424>slides/2-slm.pdf|PDF (536KB)]] [[cos424>slides/2-slm.djvu|DJVU (311KB)]]. === Scribe notes === [[cos424>slides/2-notes-gelbart.pdf|M.Gelbart]] === Summary === * Linear least squares * Polynomial curve fitting * Piecewise curve fitting * Validation procedures * Multivariate linear least squares * Faster numerical algorithms === Readings === none. === Remarks === See also [[hw1|homework 1]].