Tag: Model Registry

The Definitive Guide to Model Registries: Architecting for Governance, Reproducibility, and Scale in MLOps

Posted on by uplatzblog

The Strategic Imperative: Why Model Registries are the Cornerstone of Modern MLOps In the landscape of Machine Learning Operations (MLOps), the model registry has emerged as a foundational component, evolving Read More …

Architecting the Modern End-to-End Machine Learning Platform: A Comprehensive Analysis of Feature Stores, Model Registries, and Deployment Paradigms

Posted on by uplatzblog

The MLOps Blueprint: Principles of an End-to-End Architecture The transition of machine learning (ML) from a research-oriented discipline to a core business function has necessitated a paradigm shift in how Read More …