Least Squares Method: Theory and Implementation

A Hands-on Approach

Least Squares Method: Theory and Implementation
A Hands-on Approach

In this tutorial firstly the mathematical foundations of a special case of Least Squares method has been reviewed. Then, using three programming languages, MATLAB, Python and JavaScript (using mathjs), the method has been implemented, from scratch

By the end of this course you will be able to know about the fundamental theory of least squares method and implementing that using Python, MATLAB and JavaScript programming languages .

Who this course is for:

  • Engineering Students
  • Statistics and Probability students
  • Data Scientists and Machine Learning Engineers
  • Anyone interested in numerical methods

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