Least Squares: Theory and Implementation Using MATLAB, Python and JavaScript
In this video tutorial firstly the mathematical foundations of a special case of Least Squares method has been reviewed and then, using three programming languages, MATLAB, Python and JavaScript (using mathjs), the method has been implemented, from scratch. For more information and download the video and project files and lecture notes for this tutorial, see: https://yarpiz.com/yptls190514
Publisher: Yarpiz (https://www.yarpiz.com)
Instructor: Mostapha Kalami Heris
00:00 Introduction to Least Squares method
00:25 Mathematical foundations of Least Squares method
07:04 Implementation of Least Squares method in MATLAB
20:55 Implementation of Least Squares method in Python
28:22 Implementation of Least Squares method in JavaScript