Introducing KumoRFM: A Foundation Model for In-Context Learning on Relational Data - Kumo

Foundation Models have completely taken over unstructured data domains like natural language and images, delivering significant advances in performance across tasks with little to no task-specific training. Yet structured and semi-structured relational data, which represent some of the most valuable information assets, largely miss out on this AI wave. Here, we present KumoRFM, a Relational Foundation Model (RFM) capable of making accurate predictions over relational databases across a wide range of predictive tasks without requiring data or task-specific training.

A Relational Model of Data for Large Shared Data Banks - E.F. Codd, 1970

* introduced a revolutionary approach to database design
* fundamentally changed how we store/access data
* rather than complex hierarchical structures, organized data into tables (relations) w. rows/columns
* manipulated through well-defined operations
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#RDBMS #RelationalData #datascience #databases #Codd

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