In this project, the selling price of the houses have been predicted using various Regressors, and comparison charts have been shown that depict the performance of each model. The dataset was extracted from Kaggle from this URL: https://www.kaggle.com/c/home-data-for-ml-course After submitting the model, the overall rank obtained is 107 out of 45651 in first attempt. The complete code can be accessed from kaggle, as the notebook is shared. The URL for the notebook is :https://www.kaggle.com/warmachinezz/housing-prediction-ranked-107-out-of-45651-top-1