wyr@null.co.za (28/03/2021) -------------------------------- Python / Machine learning background :

I am focusing on machine learning in a Python environment. On this, I am focusing
on one of the more common machine learning algorithms, Linear Regression.

Some fundamental Python requirements,

- Pyton > 3.
- python -m pip install -U pip
- python -m pip install -U matplotlib

I have compiled a small Python script which displays the process of Least Squares Regression.

You can find this here : python_least_squares

You can also find the source code for a plotted graph here (Using numpy) : python_linear_regression

I have compiled a small thesis (With given references from the web) -- which defines the concept
of Linear regression and Least Squares.

Please see the following dcoument : praelexis_documentation