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This is repository for predicting car price .You need to fill out the details of your car and can see for how much price you can sell your car.

License: MIT License

Jupyter Notebook 97.54% Python 0.91% CSS 0.44% HTML 1.10% Procfile 0.01%
data-science flask machine-learning python python3 scikit-learn

car_price_prediction's Introduction

Car Price Prediction

Kaggle Python 3.9 scikit-learnn flask

Table of Contents

Demo

  • Link: https://sajid.engineer/carprediction

    Note: If the website link provided above not working that means the deployment has been stopped. Sorry for the inconvenience.

  • Please do ⭐ the repository, if it helped you in anyway.

  • A glimpse of the web app:

GIF

Overview

This is a Flask web app which predicts price of cars.You need to fill out the details of your car and can see for how much price you can sell your car.

Motivation

I started to learn Data Sience during second year of my college as this subject intrigued me quite a lot. So i started with Machine Learning first and came to know mathematics behind all supervised as well as unsupervised models. Finally it is important to work on application (real world application) to actually make a difference.

Installation

The Code is written in Python 3.9.16. If you don't have Python installed you can find it here. If you are using a lower version of Python you can upgrade using the pip package, ensuring you have the latest version of pip. To install the required packages and libraries, run this command in the project directory after cloning the repository:

pip install -r requirements.txt

Deployement on Cpanel

Click here to see how to deploy your machine learning model on Cpanel.

Directory Tree

├── resource 
│   ├── carpredict.gif
├── static 
│   ├── css
│         ├── style.css
├── template
│   ├── index.html
│   ├── result.html
├── LICENSE.md
├── Prediction.ipynb
├── Procfile
├── README.md
├── app.py
├── car details v4.csv
├── requirements.txt
├── test.pkl

Bug / Feature Request

If you find a bug (the website couldn't handle the query and / or gave undesired results), kindly open an issue here by including your search query and the expected result

Future Scope

  • Use multiple Algorithms
  • Optimize Flask app.py
  • Front-End

Credits

car_price_prediction's People

Contributors

sajid030 avatar

Stargazers

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Watchers

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Forkers

taltaf913

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