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#26: Streamline Your AI: Deploy & Manage Hundreds of ML Models with Ease | Oscar Beijbom from Nyckel
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wJoin us on Caveminds as we delve into the remarkable world of Nyckel with Oscar Beijbom, the co-founder, and a visionary in democratizing Machine Learning (ML).
Discover the transformative journey from developing autonomous vehicle technology and pioneering CoralNet, to creating a platform that simplifies ML integration for various applications.
Learn how Nyckel is making advanced ML capabilities accessible to all, with a focus on image and text classification.
This episode explores the inception of Nyckel, its impact on making AI-powered classification user-friendly, and its mission to empower users with no ML expertise to train and deploy models effortlessly.
Tune in to uncover the insights from coral reefs to AI, the evolution of ML performance, and how Nyckel is paving the way for the future of AI accessibility.
IN THIS EPISODE
[00:32] Intro
[03:47] Oscar’s journey up to Nyckel
[06:08] Witnessing the big leap in performance
[08:17] Learnings from corals to classification
[10:41] Capitalizing and connecting ideas
[13:39] Leveraging the power of classification
[19:18] Generative AI vs. Discriminative AI
[22:45] Leveraging discriminative AI
[24:36] Multi-Class vs. Multi-Label classification
[28:25] Some unusual use cases
[30:27] ChatGPT is not everything
[34:40] Should you build your own LLM?
[38:45] Beating Google isn’t that hard
[43:53] The recipe to keep up with AI
[48:46] Be good at what you do, the rest will follow
[49:49] AI or IA?
[51:45] Missed business opportunities
LINKS & RESOURCES
https://nyckel.com/
linkedin.com/in/oscarbeijbom
oscar.beijbom@gmail.com
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