Nov
7
Data Contracts: Data Quality for AI
12:00 pm - 1:00 pm EST
Virtual Event
/
Zoom
In this session, our guest contributor Chad will take us on a guided exploration of the world of data contracts, which are API-based agreements between data producers and consumers that capture the schema, semantics, distribution, and enforcement policies of the data. This talk will discuss how data contracts provide a single surface for collaboration on data in a shared language, allow the data model to evolve in an agile, iterative way, and apply data governance incrementally where it’s needed for AI and ML systems. This talk will also address how organizations can leverage data contracts to ensure Artificial Intelligence systems are trained on trustworthy and well-governed datasets.
- Chad Sanderson