In this video, we will implement Multiple Linear Regression in Python from Scratch on a Real World House Price dataset. We will not use built-in model, but we will make our own model.

Build on your new foundation of Python to learn more sophisticated machine learning techniques and forget about stepwise refinement of linear regression. Given this, I have moved the section on ...

Use the attached dataset “HousePrice.csv” to predict the sale price of a house. Separate 30 % of the data (randomly) into a test dataset and leave the rest 70 % of the data into a train dataset. Then ...

A simple python program that implements a very basic Multiple Linear Regression model. ... cost computation, and optimization, with an option to extend to multivariate regression. The implementation ...