Using Federated Learning to Bridge Data Silos in Financial Services – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-21T20:30:26Z http://www.open-lab.net/blog/feed/ Annika Brundyn <![CDATA[Using Federated Learning to Bridge Data Silos in Financial Services]]> http://www.open-lab.net/blog/?p=52243 2024-05-10T00:26:06Z 2022-08-16T18:00:00Z Unlocking the full potential of artificial intelligence (AI) in financial services is often hindered by the inability to ensure data privacy during machine...]]> Unlocking the full potential of artificial intelligence (AI) in financial services is often hindered by the inability to ensure data privacy during machine...

Unlocking the full potential of artificial intelligence (AI) in financial services is often hindered by the inability to ensure data privacy during machine learning (ML). For instance, traditional ML methods assume all data can be moved to a central repository. This is an unrealistic assumption when dealing with data sovereignty and security considerations or sensitive data like personally��

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