This is a sample of Linear Regression with OneHotEncoder & StandardScaler to find RMSE
At first you should download datasets and import to your drive and then run the code.
you can see all data on Heatmap; I use Pandas Profiling to visual the data clearly.
I put accuracy end of the code to see accuracy on validation data.