Tutorial: Introduction to MLentory, a metadata registry for AI models

Name: Tutorial - Introduction to Machine Learning Model Cards

Description: This tutorial provides an overview of MLentory, including information on its motivation, the proposed solution, the data sources, and its use.

Keywords: Machine learning model cards, FAIR4ML, metadata, schema.org, knowledge graph, webby FDO, 

Learning objectives:

• Explain what MLentory is.

• Describe how to use MLentory.

• Identify metadata exposed in MLentory.

Prerequisites/requirements:

• Some knowledge about ML model cards

• Some knowledge about FAIR4ML

Additional info:

• Time estimation 30 minutes
•  Level Beginner / Introductory
•  Published 2025-09-15
•  Latest modification 2025-09-15
•  License CC-By 4.0
•  Version 1.0.0
•  Identifier: 10.5281/zenodo.17062651.
•  Citation: Castro, L. J. (2025, September 15). Tutorial: Introduction to MLentory, a metadata registry for AI models. Zenodo. https://doi.org/10.5281/zenodo.17062651 

Other tutorials in this series:

• Castro, L. J. (2025, September 15). Tutorial: Introduction to ML model cards. Zenodo. https://doi.org/10.5281/zenodo.17062307   
• Castro, L. J. (2025, September 15). Tutorial: Introduction to FAIR4ML, a vocabulary to describe FAIR AI models. Zenodo. https://doi.org/10.5281/zenodo.17062369