Software tutorial/Least squares modelling (linear regression)

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One of the best packages for fitting least squares models, in addition to all sorts of other statistical manipulation of data is the R language. The following pages from the 4C3 (Statistics for Engineering) website will help you:

However, here is a tutorial on how you can use MATLAB or Python to fit a least squares model.