2017, Data Engineering and K-nearest Neighbors

Build a crop segmentation machine learning model with Planet data and Amazon SageMaker geospatial capabilities

AWS Machine Learning Blog

SEPTEMBER 29, 2023

In this analysis, we use a K-nearest neighbors (KNN) model to conduct crop segmentation, and we compare these results with ground truth imagery on an agricultural region. In this example, we settle for the imperfect 2-year gap between the ground truth data and satellite imagery.

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Identifying defense coverage schemes in NFL’s Next Gen Stats

AWS Machine Learning Blog

FEBRUARY 10, 2023

We design a K-Nearest Neighbors (KNN) classifier to automatically identify these plays and send them for expert review. Advances in neural information processing systems 30 (2017). Michael Chi is a Senior Director of Technology overseeing Next Gen Stats and Data Engineering at the National Football League.

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Build a crop segmentation machine learning model with Planet data and Amazon SageMaker geospatial capabilities

Identifying defense coverage schemes in NFL’s Next Gen Stats

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