In this particular Notebook we will be understanding the difference between Simple Linear Regression and Multiple Linear Regression. By understanding what I mean is:-
- Doing a quick Exploratory Data Analysis
- R-squared value of Simple and Multiple Linear Regression.
For performing EDA I have went ahead with Pandas Profile Report. This is a very useful package by pandas for a quick EDA.
https://towardsdatascience.com/exploratory-data-analysis-with-pandas-profiling-de3aae2ddff3 --> This article gives us a better understanding of what pandas profiling is.
Please do feel free to make the necessary changes and also do give suggestions on how I can improve.