Making artificial intelligence practical, productive, and accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, etc). The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!
Federated learning in production (part 2)
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
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
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