Objective: This analysis aims to test the performance of several linear regression models on california housing data to estimate houses prices.
California Housing Data: This is a sample data available on Google Colab IPython engine. the data contains information on households in California ( houses main characteristic, median family income and house median value). The target variable in this analysis will be median_house_value whereas all other columns will be regarded as features.