David Williams – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-05-10T00:26:06Z http://www.open-lab.net/blog/feed/ David Williams <![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 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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David Williams <![CDATA[Training and Fine-tuning BERT Using NVIDIA NGC]]> http://www.open-lab.net/blog/?p=17909 2022-08-21T23:40:09Z 2020-06-16T17:25:49Z Imagine an AI program that can understand language better than humans can. Imagine building your own personal Siri or Google Search for a customized domain or...]]>

Imagine an AI program that can understand language better than humans can. Imagine building your own personal Siri or Google Search for a customized domain or application. Google BERT (Bidirectional Encoder Representations from Transformers) provides a game-changing twist to the field of natural language processing (NLP). BERT runs on supercomputers powered by NVIDIA GPUs to train its…

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