Build a model with machine learning to predict housing prices in Ames, Iowa.
Map ordinal features to integers.
Impute missing values.
Parse categorical features with OneHotEncoder.
Create dummy variables to missing categorical features.
Process model construction with pipelines.
Dataset and more information can be found here: https://www.kaggle.com/c/home-data-for-ml-course