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Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 1

AWS Machine Learning Blog

In this two-part series, we demonstrate how you can deploy a cloud-based FL framework on AWS. We have developed an FL framework on AWS that enables analyzing distributed and sensitive health data in a privacy-preserving manner. In this post, we showed how you can deploy the open-source FedML framework on AWS. Conclusion.

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Customizing coding companions for organizations

AWS Machine Learning Blog

In these two studies, commissioned by AWS, developers were asked to create a medical software application in Java that required use of their internal libraries. About the authors Qing Sun is a Senior Applied Scientist in AWS AI Labs and work on AWS CodeWhisperer, a generative AI-powered coding assistant.

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A review of purpose-built accelerators for financial services

AWS Machine Learning Blog

Examples of other PBAs now available include AWS Inferentia and AWS Trainium , Google TPU, and Graphcore IPU. Around this time, industry observers reported NVIDIA’s strategy pivoting from its traditional gaming and graphics focus to moving into scientific computing and data analytics.

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Identifying defense coverage schemes in NFL’s Next Gen Stats

AWS Machine Learning Blog

He helps AWS customers identify and build ML solutions to address their business challenges in areas such as logistics, personalization and recommendations, computer vision, fraud prevention, forecasting and supply chain optimization. Lin Lee Cheong is an applied science manager with the Amazon ML Solutions Lab team at AWS.

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Financial text generation using a domain-adapted fine-tuned large language model in Amazon SageMaker JumpStart

AWS Machine Learning Blog

On August 21, 2009, the Company filed a Form 10-Q for the quarter ended December 31, 2008. On August 21, 2009, the Company filed a Form 10-Q for the quarter ended September 30, 2008. We serve developers and enterprises of all sizes through AWS, which offers a broad set of global compute, storage, database, and other service offerings.

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Domain-adaptation Fine-tuning of Foundation Models in Amazon SageMaker JumpStart on Financial data

AWS Machine Learning Blog

On August 21, 2009, the Company filed a Form 10-Q for the quarter ended December 31, 2008. On August 21, 2009, the Company filed a Form 10-Q for the quarter ended September 30, 2008. We serve developers and enterprises of all sizes through AWS, which offers a broad set of global compute, storage, database, and other service offerings.

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