1. This startup uses machine learning and satellite imagery to predict crop yields

     Johnson's startup, Descartes Labs, relies on 4 petabytes of satellite imaging data and a machine learning algorithm to figure out how healthy the corn crop is from space. It analyzes satellite data of every single farm in the US on a daily basis (provided there is no cloud cover) and updates its corn yield prediction every two days. 

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