FedML (https://fedml.ai) provides an open-source community and an enterprise platform for decentralized and collaborative AI anywhere (at the edge or over the cloud) at any scale. More specifically, FedML provides an MLOps ecosystem that enables training, deployment, monitoring, and continual improvement of machine learning models anywhere (edge/cloud), while empowering collaboration on combined data, models, and computing resources in a privacy-preserving manner.
FedML’s platform is backed by a large open-source community (top ranking GitHub library on federated learning), and its enterprise platform is currently used by 1500+ developers and 10+ enterprise customers worldwide. FedML’s AI application ecosystem also supports a large range of AI+ verticals, including but not limited to AIoT + Computer Vision, Generative AI, Health and Life Sciences, BioTech, Smart Home and Smart City, Retail Solution, Logistics, and FinTech.
Speaking at the event...
12.20pm - Day 1
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ok38661- FedML
- Presentation: Customizing Large AI Models on Private, Sensitive, and Siloed Enterprise Data
12.20pm - Day 1
The no doubt very long winded title that you choose to give to this agenda topic.
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