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In-person
19-22 March
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Friday, March 22 • 14:00 - 14:35
KubeDDR! a Dance of Predictive Scoring with MLOps, Step by Step - Leigh Capili, Broadcom & Annie Talvasto, VSHN

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Get ready to groove as we fuse AI, Kubernetes, and CNCF projects to predict Dance Dance Revolution (DDR) scores. Join us for a session where the dance floor meets cutting-edge technology. In this immersive demo, see how AI-driven image recognition works as we forecast DDR dance scores, spotlighting how Kubernetes orchestrates seamless ML model deployment. With CNCF and open-source projects like Flux and Carvel as our backstage heroes, we'll show MLOps in action. Throughout our journey, we'll unveil the secrets behind AI/ML and MLOps best practices, guiding you through the principles that elevate this predictive scoring dance. Discover how Kubernetes scales AI applications and learn tips for deployment, monitoring, and optimization within the CNCF ecosystem. By the session's end, you'll be equipped to sync steps with Kubernetes, harnessing its potential for predictive scoring while exploring the path to creating similar AI-powered applications.

Speakers
avatar for Annie Talvasto

Annie Talvasto

CNCF Ambassador & CMO, VSHN
Annie Talvasto is an award-winning international technology speaker and leader. She has been recognized with the CNCF Ambassador and Azure MVP awards. Annie has co-organized the Kubernetes & CNCF Finland meetup since 2017. She has spoken at technology conferences worldwide, including... Read More →
avatar for Leigh Capili

Leigh Capili

Staff Developer Advocate -- Broadcom, Broadcom
Leigh is an empathetic speaker and developer with niches in cloud-native systems and security. He has a background in building software to manage infrastructure. Leigh authored kubeadm’s etcd mTLS implementation and Flux 2’s multi-tenant security model. Leigh works with the Broadcom... Read More →



Friday March 22, 2024 14:00 - 14:35 CET
Pavilion 7 | Level 7.3 | Paris Room
  ML/AI + Data Processing + Storage
  • Content Experience Level Any