emreokanbaskaya1/algerian-forest-fires-ml

Domain:

environment and energy

Record type:

project

Creator:

emr

Host:

Machine Learning project for predicting Fire Weather Index (FWI) using the Algerian Forest Fires dataset. # Algerian Forest Fires FWI Prediction Machine Learning project focused on predicting the Fire Weather Index (FWI) using the Algerian Forest Fires dataset. ## Project Overview This project includes: - Data Cleaning - Exploratory Data Analysis (EDA) - Feature Engineering - Regression Modeling - Model Evaluation ## Technologies Used - Python - Pandas - NumPy - Matplotlib - Seaborn - Scikit-learn ## Goal The objective is to build a regression model capable of predicting wildfire risk through Fire Weather Index (FWI) values. ## Kaggle Notebook Kaggle Project: kaggle.com

Visit

github.com

Languages

Arabic, Algerian Spoken

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