hassan9khaled/real-estate-price-prediction-eg

A machine learning project to predict real estate prices in Egypt based on property features and geographical data. The project covers the full pipeline from data exploration and preprocessing to model training, tracking with MLflow, and deployment as a simple web application containerized with Docker. # Real Estate Price Prediction — Egypt A machine learning project to predict real estate prices in Egypt (in EGP). The project includes data exploration, feature engineering, model training with MLflow tracking, and a simple web application containerized with Docker. ## Requirements - Python 3.12 or later ## Quick Start 1. Clone the repo ```bash $ git clone github.com ``` 3. Install python using MiniConda 1) Download and install MiniConda from here 2) Create a new environment using the following command: ```bash $ conda create -n real-estate python=3.12 ``` 3) Activate the environment: ```bash $ conda activate real-estate ```