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PrivacyPreserving Machine Learning
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Classroom Contents
Federated Machine Learning with Python
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- 1 Introduction
- 2 Presentation Overview
- 3 Data Privacy
- 4 PrivacyPreserving Machine Learning
- 5 Edge Device Use Cases
- 6 Enterprise Use Cases
- 7 Horizontal Federated Learning
- 8 Vertical Federated Learning
- 9 CrossDevice Federated Learning
- 10 CrossSilo Federated Learning
- 11 Centralized Federated Learning
- 12 Decentralized Federated Learning
- 13 Federated aggregation
- 14 Ingredients
- 15 Socketio
- 16 Recipe
- 17 Updates
- 18 Client
- 19 Train Model
- 20 End Session
- 21 Demo
- 22 Problems with Federated Learning
