imagineazhar/house-saleprice

Predicting House sale-price given various features about it

House-SalePrice

Predicting House sale-price given various features about it

This is the Project flow:

• Understanding the problem. Considering each variable and performing an analysis get an idea about its importance for this problem.
• Univariable study. focusing on the dependent variable ('SalePrice').
• Multivariate study. trying to understand how the dependent variable and independent variables relate.
• Basic cleaning. cleaning the dataset and handling the missing data, outliers and categorical variables.
• Test assumptions. checking if our data meets the assumptions required.