here I want to actually train my model so it looks like this person it's me has already started training a very simple model we're doing a test train split for cross-validation so I can check that my models not overfitting and then there's a little bit of pre-processing we're taking the training data we're removing the column that we are trying to predict to sale price and then he are we are converting strings to factors and then we are doing some label encoding so this is just taking categorical factors like I don't know