This is my notebook for analyzing and predicting the Ames housing Dataset. Performed various analysis techniques to find interesting observations about the data. Also, applied techniques like log-transformation, removing outliers, making models robust against outliers, feature selection etc. to improve the performance of linear models on Ames dataset.