ML-AmesHousePricePrediction

Why have I done this project?

The project is done to show my proficiency in regression modelling. I did Python and Machine Learning course on Kaggle and that has been inspiration for this project.

What is this project?

This regression modelling project shows proficiency in doing preliminary data wrangling, exploratory data analysis, feature selection, model creation, model selection and model optimization.

How the Project has been done?

1. I used Ames housing dataset available in csv format on kaggle.
2. I started by doing the preprocessing of the data.
3. I have followed it with exploratory data analysis.
4. Finally, I created the model and evaluated it.
   
   

What software do you need to run this project on your terminal?

I have used Jupyter Noteboook through Anaconda distribution. Any distribution that can run Jupyter Notebook can be used.

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