This is data set will help top explore different techniques. It is a Kaggle competition to predict sale prices. Ask a home buyer to describe their dream house, and they probably won't begin with the height of the basement ceiling or the proximity to an east-west railroad. But this playground competition's dataset proves that much more influences price negotiations than the number of bedrooms or a white-picket fence.
With 79 explanatory variables describing (almost) every aspect of residential homes in Ames, Iowa, this competition challenges you to predict the final price of each home.
### Practice Skills
- Creative feature engineering
- Advanced regression techniques like random forest and gradient boosting