Explore the emerging concept of Model Catalogs in this 30-minute webinar from Open Data Science. Learn about the challenges of model operationalization in today's fast-paced environment, including lack of standardization, difficulty sharing assets, and governance issues. Discover how Model Catalogs serve as a central hub for storing, organizing, and managing model assets, implementing responsible AI practices, and integrating with IT tools. Examine major trends driving the adoption of Model Catalogs in enterprises, explore their capabilities, and understand the benefits organizations can gain from investing in this technology. Gain insights into valuable model assets, non-expert model usage, governance strategies, analytics, and oversight. Compare Model Catalogs with data catalogs and participate in a Q&A session to deepen your understanding of this crucial component in the ML stack.
Overview
Syllabus
Introduction
Models are valuable assets
Nonexpert use of models
Model governance
Analytics and oversight
Whats the solution
Data catalogs
Questions
Taught by
Open Data Science
