meenu16411/Algerian_forest_fire

This Project focuses on exploring the Algerian forest fire dataset to gain insights into the Fire Weather Index (FWI). Objective-: This assignment focuses on exploring the Algerian forest fire dataset to gain insights into the Fire Weather Index (FWI). The analysis involves: Data preprocessing and cleaning Visualization to understand the data distribution Developing multiple linear regression, polynomial regression, and regularization models Cross-validation and hyperparameter tuning to evaluate model performance Creating pickle files and testing the model on unseen data.