PROJECT 03 / MACHINE LEARNING
Weather forecasting for farming.
Forecasts with an agricultural purpose. A deep learning time series forecasting project intended to support crop suitability decisions for an area.
01 / THE QUESTION
The purpose
Use forecasting to connect local weather conditions with agricultural decision making.
02 / CONNECTING THE PIECES
The approach
Apply deep learning to time series forecasting, with crop suitability as the practical application.
- 01Weather time series
- 02Deep learning forecast
- 03Crop suitability
03 / TECHNOLOGY & SCOPE
Implementation overview
The résumé describes a deep learning forecasting approach for predicting suitable crops in an area. The public overview does not assume a particular architecture, dataset, accuracy, or live deployment.