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Customizing coding companions for organizations

AWS Machine Learning Blog

This retrieval can happen using different algorithms. Formally, often k-nearest neighbors (KNN) or approximate nearest neighbor (ANN) search is often used to find other snippets with similar semantics. Xiaofei Ma is an Applied Science Manager in AWS AI Labs.

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Fast-track graph ML with GraphStorm: A new way to solve problems on enterprise-scale graphs

AWS Machine Learning Blog

Introducing GraphStorm Graph algorithms and graph ML are emerging as state-of-the-art solutions for many important business problems like predicting transaction risks, anticipating customer preferences, detecting intrusions, optimizing supply chains, social network analysis, and traffic prediction. on the test set of the constructed graph.

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Identifying defense coverage schemes in NFL’s Next Gen Stats

AWS Machine Learning Blog

We design a K-Nearest Neighbors (KNN) classifier to automatically identify these plays and send them for expert review. We design an algorithm that automatically identifies the ambiguity between these two classes as the overlapping region of the clusters. The results show that most of them were indeed labeled incorrectly.

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