federated learning concept distributed network

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Federated Learning Concept: Distributed AI Network Royalty Free Stock Photo

Human hand presenting a connected ai model with devices for federated learning Royalty Free Stock Photo

A clear privacy-preserving federated learning schematic for AI development Royalty Free Stock Photo

Federated Learning Concept: Distributed AI Network

A stylized, minimalist illustration depicting the concept of Federated Learning. At the center is a graphic representation of a brain, divided into two halves, symbolizing intelligence and learning. Surrounding the brain are icons of various devices: laptops, smartphones, and servers. Arrows connect these devices to the central brain, illustrating the flow of data and model updates in a distributed network. This visual represents how machine learning models can be trained across multiple decentralized edge devices or servers without exchanging raw data, preserving privacy and efficiency. The clean, purple line art on a white background makes it ideal for technology, AI, and data science presentations.