An Analysis of Pakistani Homes

In this notebook I create different machine learning models to predict home prices in Pakistan. We use Linear Regression Methods, K-Nearest Neighbors Methods, and Decision Tree Methods. We look at many different predictors such as: area, location, number of bathrooms, number of bedrooms, and other predictors. Dataset can be found on Kaggle at: https://www.kaggle.com/ebrahimhaquebhatti/pakistan-house-price-prediction