HOUSE RENT PREDICTION (Pune City)

• Data Science & Machine learning project based on Linear Regression.
• Can predict expected rent price for given conditions such as property location, no. of rooms, etc.

About this projects

• Conducted exploratory data analysis to gain insights into 'rent prices in Pune'.
• Established a Linear Regression model for accurate rent predictions.
• Created front end using HTML-CSS-JS. Utilized Flask framework for back end.

Problem Dataset

• Please refer to problem dataset used to train this Model on Kaggle- Click here

Steps to Run Project on your PC

• NOTE!!: As 'util' module used in this project is not compatible with python v3.8 and above,
• You will have to install supported python version in your PC globally or in virtual environment.
• Python v3.7.9 Click here
• Guide to install python in virtual environment- Click here
• Then install 'requirements.txt' .
• Run the flask app from server folder.
• Host the app.html file from client folder.