---
type: Glossary Term
title: Federated Learning
description: "Federated Learning is a machine learning approach where models are trained across decentralized devices or servers holding local data samples, without exchangin"
resource: "https://www.contextstudios.ai/glossary/federated-learning"
category: tech
language: en
timestamp: "2026-07-01T15:03:42.617Z"
---

# Federated Learning

Federated Learning is a machine learning approach where models are trained across decentralized devices or servers holding local data samples, without exchanging raw data. This preserves privacy while enabling collaborative model improvement.

## Business Value

Implements federated learning to unlock new capabilities that weren't possible with previous-generation AI architectures.

## Context Studios Perspective

We implement federated learning with deep expertise across Claude, GPT, and Gemini, selecting the optimal technology for each client's specific use case.