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MLOps & Infrastructure · advanced · concept 220 of 311 · Updated Nov 4, 2026

Federated Learning

Training ML models across multiple devices/organizations without sharing raw data, each participant trains locally and shares only model updates. Preserves privacy while enabling collaborative learning.

L8 · Production and scaleDevelopersTech leadersQA and testing

Key terms

Privacy-preservingAggregationNon-IID dataCommunication efficiency

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