# FWI prediction using ALgerian fire dataset
1. Making new web app using flask and then deploy on AWS using Elastic Beanstalk
2. First talk dataset and perform Feature ENgineering
3. Then Train on different models Linear rgresion , lasso ridge and elesticnet
4. Ridge performance was good and select that and dump into pickle
After that I made web app using FLASK and HTML
**Push all to gihub and then deploy on AWS using Elastic Beanstalk**