House Rent Prediction System Using Machine Learning

House Rent Prediction System Using Machine Learning – Real-Time Rental Estimator

Data Science Project
Menu

House Rent Prediction System

Predict house rental prices in seconds using a smart, data-driven web application powered by machine learning. This project is designed to analyze key property features—like location, furnishing status, and square footage—and deliver accurate rent predictions based on historical trends from Indian cities.

Ideal for educational use, product demos, or property listing prototypes.

 Project Summary

This system utilizes a machine learning regression model trained on real-world rental data. Through an intuitive Flask-built web interface, users enter property details and instantly receive a trustworthy rent estimate.

Whether you’re exploring data science or working on real estate technology, this project offers a seamless blend of backend intelligence and frontend simplicity.

🛠 Project Specifications

Project Name House Rent Prediction
Language/s Used Python
Type Web Application
Developer UPDATEGADH

Download New Real Time Projects :-Click here

✅ Available Features

  • ML model trained on authentic Indian house rent datasets
  •  Flask-based responsive web interface
  •  Input support for city, furnishing status, square footage, number of bedrooms, etc.
  •  Real-time prediction results based on entered data
  •  Preprocessing and model training scripts included
  •  Dataset and model pipeline managed locally—no database setup needed
  •  Modular code structure with reusable components
  •  Clean folder hierarchy and professional documentation

 Included in the Package

The project is delivered as a complete working ZIP archive containing:

  • app.py – Flask app main file
  • model_trainer.py – Script to process data and train the model
  • Data/rent.csv – Dataset used for training
  • templates/ – HTML templates for UI
  • static/ – Static assets (e.g., preview image, CSS)
  • src/ – Core Python modules: ingestion, transformation, utils
  • requirements.txt – All dependencies listed for setup

Ready to Explore?

This project offers a complete implementation of machine learning-powered rent prediction with a production-style architecture. No additional tools or databases required—just Python, a dataset, and a clear workflow.

Perfect for:

  • Academic submissions
  • Real estate prototype systems
  • Data science portfolio projects
  • ML & Flask practice deployments

📦BUY NOW

house rent prediction using machine learning house rent-prediction using machine learning github
house rent prediction dataset house rent dataset csv house rent prediction research paper
predict apartment rent category house price prediction algorithm house prediction house rent prediction system pdf house rent prediction system in india free house rent prediction system house rent-prediction using machine learning github house rent prediction dataset
house rent prediction research paper salary prediction using machine learning project report
house price prediction using machine learning abstract land price prediction using machine learning
predict apartment rent category house price prediction using ai house rent prediction system using machine learning github house rent prediction system using machine learning pdf house rent prediction system using machine learning geeksforgeeks free house rent prediction system using machine learning house rent prediction system using machine learning in python house rent prediction system using machine learning example

Share this content:

Post Views: 148

Related Posts

Post Comment