This project predicts crop yields in India using machine learning models for informed agricultural planning.
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Crop Yield Prediction: Develop models based on historical data and weather patterns.
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Data Analysis: Explore agricultural, weather, and land use data for insights.
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Decision Support System: Provide a system for informed decision-making in farming.
Use regression models, time series analysis, and data preprocessing for accurate predictions.
- Install dependencies:
pip install -r requirements.txt - Run:
python predict_crop_yield.py
Accurate crop yield predictions visualized through charts and graphs.
Connect :)