NBA Inside The Game由 AWS 提供支持——构建 NBA 的全新统计程序.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Charlie Rohlf(he/him)VP,Stats Technology Product DevelopmentNBAIan McKiernan(he/him)Lead Product M

2、anager,Stats PlatformNBADashiell Flynn(he/him)Principal Cloud Architect,SportsAWSNBA Inside The Game,powered by AWS-Building the NBAs New Stats ProgramS P F 3 0 7 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.202

3、5,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Stats Team-at a GlanceThe Stats Team oversees the technical relationship and development of vendor systems that capture game dataProcessing&Data ScienceUse machine learn

4、ing and artificial intelligence to synthesize data from both PBP and player tracking.Ingestion&StorageBring in data from many sources and maintain historical record books for all leagues.Content GenerationAutomatically generate content so that the best insights are easily available.DeliveryDeliver i

5、t all with best-in-class infrastructure and low latency.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Each play used to be,at best,a single data point on the scoresheet.Now every play is hundreds of thousands of

6、data points.A Quick History Lesson 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.How to Quantify a PlayUnique pacePlaying styleMeasurable&predictiveAudience preferencesNew stat developmentTraining AI/ML modelsManaging growing suite of modelsDelivering to broadcasters at sub-seco