TanyamonSiri/house-prices-prediction-with-regression-model

:house_with_garden: Built linear regression model to predict house prices in Ames dataset with applied tools such as scikit-learn pipeline

house-prices-prediction-with-regression-model

Project Day: Real Estate Price Prediction 🏠🏘️🪴

This notebook is a part of a final project in The Data Master program by xLab Digital.

Created by Midjorney⛵

Description

As this is the final project, I will focus on

• Explore multiple feature engineering methods
• Apply scikit-learn Pipeline to create pipeline for preprocessing and column transformer
• Implement linear regression model to predict house prices using the Ames Housing Dataset

Table of content

• Code
• Data : The Ames Housing dataset
• Full report : View my full report in datalore

Dataset Acknowledgements

The Ames Housing dataset was compiled by Dean De Cock for use in data science education. It's an incredible alternative for data scientists looking for a modernized and expanded version of the often cited Boston Housing dataset.