The Last AI/ML Model Registry You'll Ever Need - It's Already in Your Hands
Platform Engineering via YouTube
Overview
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Discover how to transform your existing OCI registry into a comprehensive AI/ML model registry using KitOps, a CNCF-hosted open source project. Learn to leverage ModelKits—OCI-native artifacts that provide structure, security, and traceability for AI/ML models without requiring additional infrastructure or proprietary tools. Explore how ModelKits differ from traditional containers and redefine model management across environments. Master the Kit CLI to package, sign, inspect, and deploy models using familiar cloud-native tools and registries your platform team already trusts. Understand how to achieve better versioning, governance, and reproducibility for AI/ML workflows while simplifying complexity through existing cloud-native building blocks, eliminating the need to reinvent solutions for AI platform support.
Syllabus
The last AI/ML model registry you’ll ever need: It’s already in your hands - Gorkem Ercan
Taught by
Platform Engineering