The proposed solution for the Umoja Hackathon,The challenge is to build a model to predict the burned area in different locations.
After reading the data and doing some data cleaning, data selection, adding new features, data visualisation, scaling and encoding, we created a model for each area and make the predictions for each area separately.
with this solution we could obtain the 6th place out 624 participants.
you can find us here as a team neamed "OurTeam".
Mimene Younes
Dokkar Rachid Reda
Amirouche Redha
Brihmouche Yacine