How to Train Machine Learning model withou ML Library with simple Python code a internal work ?

Do you want to know How Machine Learning Work Internally With Respect to Training Please follow below video on YouTube and Following Presentation

It cover how to use Python coding without ML Library to train any dataset by creating functions that enable self-training and generate predictive outputs. I focused on Supervised Learning with Linear Regression.