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andiosika/Multivariate-Linear-Regression-to-Predict-Home-Prices

multivariate linear regression

Multivariate Linear Regression

Description

For this project, I examined the King County House Sales dataset wich was provided. The dataset inclued information around residential home sales for King County, Washington from May 2014 - May 2015. The objective was to obtain, clean, explore, and model the dataset with a multivariate linear regression to predict the sale price of houses as accurately as possible.

Main Files

student.ipynb - Notebook inclues data, methodologies and modeling around predictive model

K_C_RealEstateEval_2014_2015.pdf - presentation summarizing findings for a non-technical audience

Additional Files

Blog Post: Categorical Data

Video Presentation for Non-Technical Audience: King County Residential Real Estate Evaluation 2014-2015