How to save the transformations applied on Columns?

[venkatyalamati]

When I use make_column_transformer & minmax scaler for normalizing my input & output data for training a neural network, after saving the model to a .h5 format file, the column transformer details will NOT be saved right? Then while making predictions, how can I apply the same transformation everytime I use the network?