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Symbolic Connection
Thu Ya Kyaw & Koo Ping Shung
39 episodes
1 day ago
Interested in Data Science, Analytics and Artificial Intelligence? This podcast, Symbolic Connection will help you to understand all aspects of Data Science and Artificial Intelligence. Run by practitioners with a combined experience of more than 10 years+, they share what they have learned. The topics will vary from data, algorithms, implementation, business applications, and more. All from an applied perspective. Find out what’s developing in the field. Give it a listen 👇 Feedback: https://forms.gle/fnnJ6QGrjj4Yv74z5 Contact: symbolic.connection@gmail.com
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All content for Symbolic Connection is the property of Thu Ya Kyaw & Koo Ping Shung and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Interested in Data Science, Analytics and Artificial Intelligence? This podcast, Symbolic Connection will help you to understand all aspects of Data Science and Artificial Intelligence. Run by practitioners with a combined experience of more than 10 years+, they share what they have learned. The topics will vary from data, algorithms, implementation, business applications, and more. All from an applied perspective. Find out what’s developing in the field. Give it a listen 👇 Feedback: https://forms.gle/fnnJ6QGrjj4Yv74z5 Contact: symbolic.connection@gmail.com
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Technology
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029. Gentle Introduction to Federated Learning
Symbolic Connection
45 minutes 46 seconds
4 years ago
029. Gentle Introduction to Federated Learning

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
Symbolic Connection
Interested in Data Science, Analytics and Artificial Intelligence? This podcast, Symbolic Connection will help you to understand all aspects of Data Science and Artificial Intelligence. Run by practitioners with a combined experience of more than 10 years+, they share what they have learned. The topics will vary from data, algorithms, implementation, business applications, and more. All from an applied perspective. Find out what’s developing in the field. Give it a listen 👇 Feedback: https://forms.gle/fnnJ6QGrjj4Yv74z5 Contact: symbolic.connection@gmail.com