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What, Why and How of Federated Machine Learning – Implementation Using FATE, KubeFATE, and FATE-Operator for Kubeflow
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- 1 Intro
- 2 What, Why and How of Federated Machine Learning
- 3 Federated Learning Introduction
- 4 Federated Learning - Practical Solution to Data Availability (Silos)
- 5 Federated Learning System Design (Mobile)
- 6 Federated Learning Categories
- 7 Federated Learning Concept
- 8 Federated Learning Challenges
- 9 Federated Al Technology Enabler (FATE)
- 10 KubeFATE: FATE Cluster Management
- 11 "Low-code" FL Platform
- 12 Demo
- 13 Resources
