/Banglore-Home-Price

This is an end to end machine learning model of Banglore Home price prediction.

Primary LanguageJupyter Notebook

Banglore-Home-Price-Prediction

This is an end to end machine learning model of Banglore Home price prediction.

Summary

This was a good ML project for the regression problem. I used some features to predict the estimated price of a house. I applied pipelining, data cleaning, transformation, extraction and some ML algorithms.

Required Libraries

  1. NumPy
  2. Pandas
  3. Flask
  4. Request
  5. Sklearn

File structure

. ├──... ├──client | ├──app.html | ├──app.js | └──app.css ├──server | ├──artifacts | ├──columns.json | └──home.pickle | ├──server.py | └──utit.py ├──model | ├──main.ipython | ├──house.pickle | ├──house.csv | └──columns.pickle └──...