End-to-End-Machine-Learning

Project Motivation

The aim of the project is to build an end to end machine learning project. Create a Python package, collect dataset using data scraping technique, train model and deploy it

To use the package:

!pip install propertypro-scrapper

from propertypro.propertypro import Propertypro

scraper = Propertypro()

scraper.scrape_data(100, ["enugu"])

To Use the app for prediction :

• Go to https://price-house.herokuapp.com/ and make your prediction
• To use Postman for the prediction, enter the url https://price-house.herokuapp.com/results, Using the POST request, enter a sample input array below

{
    "bed": 2,
      "bath": 1,
      "toilet": 2,
      "new": 0,
      "furnished": 1,
      "serviced": 0,
      "location": 2
   
   }

License

This project is licensed under the terms of the MIT license.

Acknowledgements

Turing College