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This notebook is about data visualization, pre-processing the data and selecting regression model out of different regression model based on the accuracy given on validation data.

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box-plot gradient-boosting gradient-descent house-price-prediction kaggle-competition kaggle-dataset kaggle-house-prices lasso-regression linear-regression machine-learning

house-price-prediction-using-ml-regression-models's Introduction

House-Price-Prediction-using-ML-Regression-models

This notebook is about data visualization, pre-processing the data and selecting regression model out of different regression model based on the accuracy given on validation data.

The dataset is taken from Kaggle: https://www.kaggle.com/competitions/house-prices-advanced-regression-techniques/data

It has train.csv and test.csv files. The data desciption is also available on Kaggle: https://www.kaggle.com/competitions/house-prices-advanced-regression-techniques/data?select=data_description.txt

The link for Kaggle notebook: https://www.kaggle.com/theiturhs/house-price-prediction-using-ml-models

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