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KubeDDR - Predictive Scoring with MLOps on Kubernetes

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Tags

Kubernetes Courses Machine Learning Courses MLOps Courses Model Deployment Courses Carvel Courses

Course Description

Overview

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Dive into an innovative conference talk that fuses AI, Kubernetes, and CNCF projects to predict Dance Dance Revolution (DDR) scores. Explore how AI-driven image recognition forecasts DDR dance scores while showcasing Kubernetes' orchestration of seamless ML model deployment. Discover the role of CNCF and open-source projects like Flux and Carvel in MLOps implementation. Uncover AI/ML and MLOps best practices, learning how Kubernetes scales AI applications and gaining insights into deployment, monitoring, and optimization within the CNCF ecosystem. By the end of this 34-minute presentation, acquire the knowledge to synchronize with Kubernetes for predictive scoring and develop similar AI-powered applications.

Syllabus

KubeDDR! a Dance of Predictive Scoring with MLOps, Step by Step - Leigh Capili & Annie Talvasto


Taught by

CNCF [Cloud Native Computing Foundation]

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