Regional Agronomy
Introduction
Data collection
Reproducible research
Modeling methods
Statistical models
Models for prediction
Supervised learning
Random Forest
Neural networks
Model evaluation
Explanatory models
Spatial models
Building blocks
Case studies
Regional Agronomy
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Modeling methods
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Statistical models
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Statistical models
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Introduction
Inference and prediction
Supervised models
The basics of predictive modeling
Random Forest
Everything you always wanted to know but never dared to ask
Neural Nets
Are you ready for deep learning?
Model evaluation
Evaluating predictive models