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Federated Learning - Machine Learning on Decentralized Data

Federated Learning - Machine Learning on Decentralized Data

TensorFlow via YouTube Direct link

Federated Computation

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Federated Computation

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Classroom Contents

Federated Learning - Machine Learning on Decentralized Data

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  1. 1 Intro
  2. 2 Agenda
  3. 3 Decentralized Data
  4. 4 Federated Computation
  5. 5 Federated Computation vs Decentralized Computation
  6. 6 Secure Aggregation
  7. 7 Federated Learning Workflow
  8. 8 Federated Learning vs Traditional Distributed Learning
  9. 9 Language Modeling
  10. 10 New Words
  11. 11 Dont Memorize

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