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Classroom Contents
Federated Learning - Private Distributed ML
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- 1 Intro
- 2 What is ML
- 3 Privacy
- 4 Data
- 5 Hardware
- 6 Federated learning
- 7 Pseudocode
- 8 Lost Curve
- 9 Turbofan Tycoon
- 10 Hello World
- 11 Unequal distribution
- 12 The bad things
- 13 Does it work
- 14 Resources
- 15 Problems
- 16 Example
- 17 Strategies
- 18 When to use federated learning
- 19 Practical advice
- 20 Papers
