029. Gentle Introduction to Federated Learning
Update: 2021-07-22
Description
Symbolic Connection takes a break from interviewing guests and has two non-experts, the co-hosts Thu Ya and Koo to share what they understand about a privacy-preserving model training technique called Federated Learning. We have a discussion on Federated Learning, its relationship with Edge Computing, how the industry solved the challenges associated with implementing Federated Learning, what is centralized and non-centralized FL. Curious and/or preparing for an interview? Hit that "Play" button! :)
Resources on Federated Learning
- https://federated.withgoogle.com/
- https://docs.google.com/presentation/d/1uXX_nbgzWC95phW_7P5JBR-bDBqLpuNKckf2e8Fw5SA/edit?usp=sharing (Thu Ya's presentation slides on FL)
- https://github.com/IBM/federated-learning-lib
- https://github.com/tensorflow/federated
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