Practical AI

Federated learning in production (part 2)


Listen Later

Chong Shen from Flower Labs joins us to discuss what it really takes to build production-ready federated learning systems that work across data silos. We talk about the Flower framework and it's architecture (supernodes, superlinks, etc.), and what makes it both "friendly" and ready for real enterprise environments. We also  explore how the generative Generative AI boom is reshaping Flower’s roadmap.

Featuring:

  • Chong Shen Ng – LinkedIn
  • Chris Benson – Website, GitHub, LinkedIn, X
  • Daniel Whitenack – Website, GitHub, X

Episode links:

  • The future of AI training is federated
  • DeepLearning.ai short course on Federated Learning with Flower
  • Flower Monthly
  • Federated Learning in Automotive
  • Federated AI in Finance
  • Federated Learning in Healthcare
  • Federated AI on IoT Systems
  • FlowerTune LLM Leaderboard
  • Flower Intelligence
  • GitHub
  • Slack
  • Flower Discuss

Check out upcoming webinars!

Sponsors:

  • NordLayer is toggle-ready network security built for modern businesses—combining VPN, access control, and threat protection in one platform that deploys in under 10 minutes with no hardware required. It's built on Zero Trust architecture with granular access controls, so only the right people access the right resources, and it scales effortlessly as your team grows. Get up to 32% off yearly plans with code practically-10 at nordlayer.com/practicalai - 14-day money-back guarantee included.
...more
View all episodesView all episodes
Download on the App Store

Practical AIBy Practical AI LLC

  • 4.4
  • 4.4
  • 4.4
  • 4.4
  • 4.4

4.4

189 ratings


More shows like Practical AI

View all
The Changelog: Software Development, Open Source by Changelog Media

The Changelog: Software Development, Open Source

288 Listeners

The a16z Show by Andreessen Horowitz

The a16z Show

1,109 Listeners

The AI in Business Podcast by Daniel Faggella

The AI in Business Podcast

168 Listeners

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

442 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

308 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

345 Listeners

Last Week in AI by Skynet Today

Last Week in AI

313 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

100 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

146 Listeners

Latent Space: The AI Engineer Podcast by Latent.Space

Latent Space: The AI Engineer Podcast

103 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

229 Listeners

The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief: Artificial Intelligence News and Analysis

686 Listeners

Everyday AI Podcast – An AI and ChatGPT Podcast by Everyday AI

Everyday AI Podcast – An AI and ChatGPT Podcast

113 Listeners

A Beginner's Guide to AI by Dietmar Fischer

A Beginner's Guide to AI

53 Listeners

AI + a16z by a16z

AI + a16z

34 Listeners