# AgroPredict-Africa
Machine learning project for predicting agricultural yield in West Africa using multi-source data:
- FAOSTAT (agriculture)
- OpenMeteo (climate)
- ISRIC SoilGrids (soil data)
## Goal
Predict crop yield using environmental and agricultural variables.
## Models
- Linear Regression
- Decision Tree
- Random Forest
## Workflow
Data extraction → Integration → Preprocessing → Modeling