🔥 Forest Fire Weather Index Prediction (FWI)
🌐 Live Demo 👉 https://mlproject01-ljaa.onrender.com
📌 Project Overview This is an end-to-end Machine Learning project that predicts the Forest Fire Weather Index (FWI) based on environmental conditions. The project includes:
-->Data preprocessing -->Model training (Ridge Regression) -->Flask web application -->Deployment on Render
🛠️ Tech Stack
-->Python
-->Flask
-->Scikit-learn
-->Pandas, NumPy
-->HTML/CSS
-->Gunicorn
🚀 Features User-friendly web interface Real-time prediction Scaled input using StandardScaler Fully deployed ML model
project/
│
├── application.py
├── requirements.txt
├── Procfile
├── Model/
├── templates/
⚙️ How to Run Locall
git clone https://github.com/AADIT9b/MLProject01.git
cd MLProject01
pip install -r requirements.txt
python application.py
📊 Model Used--->Ridge Regression
Give a ⭐ if you like this project!