{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Practical AI","title":"Federated learning in production (part 2)","html":"","width":"100%","height":180,"duration":2725,"description":"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.\nFeaturing:\nChong Shen Ng – LinkedIn\nChris Benson – Website, GitHub, LinkedIn, X\nDaniel Whitenack – Website, GitHub, X\nEpisode links:\nThe future of AI training is federated\nDeepLearning.ai short course on Federated Learning with Flower\nFlower Monthly\nFederated Learning in Automotive\nFederated AI in Finance\nFederated Learning in Healthcare\nFederated AI on IoT Systems\nFlowerTune LLM Leaderboard\nFlower Intelligence\nGitHub\nSlack\nFlower Discuss\nCheck out upcoming webinars!\nSponsors:\nNordLayer 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.","thumbnail_url":"https://img.transistorcdn.com/Ox7ZlyiQOhdDa4Qy1MnJH5WFoksAetrzb40Jo1pePFs/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS8wMTZi/ZWJmNWIwNDdmYTcw/NGJjMTExZjNjZmYy/M2ZjNS5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}