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This is a simple House Price Prediction model using basic machine learning.

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House Price Prediction

This is a simple House Price Prediction model I made for practice.

Here are the stuff I did:

I found a practice Dataset on Kaggle
Then imported the .csv file into JupyterLab and dropped incomplete data.
After which I used the Train-Test split and scaled the data
Then using correlation heatmap, found important factors affecting the price
Added a few factors myself using the original data.
First, using Linear Regression got a score of 0.683
Second time, using RandomForest Regressor I got a score of 0.822

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This is a simple House Price Prediction model using basic machine learning.

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