ValueNest: House Price Prediction Website

Duration

2 Weeks

Category

NLP

Duration

2 Weeks

Category

NLP

Duration

2 Weeks

Category

NLP

ValueNest
ValueNest
ValueNest

Description:
An interactive web app to predict house prices based on user inputs like area (sq. ft), number of bedrooms and bathrooms, balconies and location. Separate models were built for Pune dataset.

Key Features:

  • Form-based input interface with dropdowns

  • Uses Ridge or RandomForestRegressor for predictions

  • Outputs approximate price instantly on the same page

  • Trained model stored as a .pkl file

  • Deployed using Flask

Tech Stack: Python, Flask, Scikit-learn, HTML, CSS, Bootstrap, PostgreSQL

Duration

2 Weeks

Category

NLP

ValueNest

© Copyright 2025. All rights Reserved.

Made by

Anup Nalawade

© Copyright 2025. All rights Reserved.

Made by

Anup Nalawade

© Copyright 2025. All rights Reserved.

Made by

Anup Nalawade