The Ames Iowa Housing dataset is well known teaching dataset from Kaggle and provides a solid dataset to test new practices and expand knowledge. In this post, I will outline some of the latest methods I have been trying to learn more about them and understand best use cases.

Missing Data and Imputing Values

• Different methods

Feature Engineering

Testing New Models or Python Libraries

• TPOT