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Mid Term Project

by Bianca Richa and Steffyanti Dwie

November 2021

Objectives

This project consists in predicting the price of a house with previously provided data. This model also analyzes the characteristics of the houses and the factors that lead to higher prices - $650K and above.

Data Source

The provided dataset gathers information on 22.000 properties.

Timeline

  • monday: EDA, plotting
  • tuesday : data transformation, training and testing sets
  • wednesday : x-y split, categorical transformation, linear regression, etc
  • thursday: validating results, presentation prep
  • friday: final presentation

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