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A web application developed using flask. Linear model is used for prediction of car price on the basis of different car's attribute

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RAJ6MAURYA/Car-prediction--linear-Model

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Hi, I'm Raj Maurya 👋

This project is made using Machine learning model ( Linear Regression). This project was done for the sole purpose of learning.

Car Prediction

  1. It's a Web applicaition developed using FLASK.
  2. This project takes the parameters of an used car like: Company name, Model name, Year of Purchase, Fuel Type and Number of Kilometers it has been driven.

Installation

You need to install python 3.x.x https://www.python.org/downloads/ \

Supporting packages

pip install -U Flask
pip install -U scikit-learn
pip install pandas
pip install numpy

Screenshots

User Interface

App Screenshot

Prediction of Price

Prediction Screenshot

Run Locally

Clone the project

  git clone https://github.com/RAJ6MAURYA/Car-prediction--linear-Model.git

Go to the project directory

  cd Car-prediction--linear-Model

Install dependencies

pip install -U Flask\
pip install -U scikit-learn\
pip install pandas\
pip install numpy

Start the server

  python application.py 

FAQ

How to run the application

open the file application.py and run the python file
Press and hold CTRL key and click on the IP address displayed in the terminal to open the application (eg: http://127.X.X.X:5000)

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A web application developed using flask. Linear model is used for prediction of car price on the basis of different car's attribute

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