Federated Machine Learning with Python

Federated Machine Learning with Python

EuroPython Conference via YouTube Direct link

Recipe

16 of 22

16 of 22

Recipe

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Classroom Contents

Federated Machine Learning with Python

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

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