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End to end implementation and deployment of Machine Learning Car Price Prediction using python, flask, gunicorn, scikit-Learn, etc. on Heroku web application platform.

Home Page: https://allysoncaragency.herokuapp.com/

License: GNU General Public License v3.0

Jupyter Notebook 96.35% Python 1.26% CSS 0.11% HTML 2.28%
jupyter-notebook python3 flask heroku-deployment webapp sklearn gunicorn-flask-webserver html-css prediction sckiit-learn

car-price-prediction's Introduction

Car-Price-Prediction

Kaggle Python 3.6 Scikit-Learn

This repository consists of files required for end to end implementation and deployment of Machine Learning Car Price Prediction web application created with Flask and deployed on the Heroku platform.

Table of Contents

App Link

If you want to view the deployed model, click on the following link:
https://allysoncaragency.herokuapp.com/

A glimpse of the web app:

GIF

• If you encounter this webapp as shown in the picture given below, it is occuring just because free dynos for this particular month provided by the Heroku platform have been completely used. You can access the webpage on 1st of the next month.

• Sorry for the inconvenience.

Heroku-Error

About the App

The Car Price Prediction is a flask web application which predicts car prices based on given independent features like Car_Name, Year, Selling_Price, Present_Price, Kms_Driven, Fuel_Type, Seller_Type, Transmission, and Owner. The dataset is available at Kaggle, and it's provided by cardekho.com.

The code is written in Python 3.6.10. 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 Heroku

Login or signup in order to create virtual app. You can either connect your github profile or download ctl to manually to deploy this project.

The next step would be to follow the instruction given in the Heroku Documentation to deploy a web app.

Technologies Used

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

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

car-price-prediction's People

Contributors

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