Encyclopedia · 176 concepts

MLOps & Infrastructure · advanced · concept 144 of 176

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.

Key terms

Privacy-preservingAggregationNon-IID dataCommunication efficiency

Learn these first

Courses, papers, and more