Visualizing Feature Lineage with Tecton Dataflow
Tecton is a platform that sits at the intersection of data and AI, providing visibility into feature lineage by tracking what raw data powers which models. The new Tecton Dataflow diagram offers an end-to-end visualization of feature pipelines from data sources to serving features in production, making it easier to track the lineage of Tecton resources. This is crucial for Enterprise machine learning organizations with constantly changing pipelines and resources, allowing them to ensure pipelines operate as best as possible by tracking details of where features are developed from and served to. The Dataflow diagram promotes feature and data source re-use and standardization by making duplicate and unused resources easy to identify and trace, while also understanding model inputs, data consumers, and feature pipelines, ultimately providing a better overview of everything happening within the Tecton Workspace.
Company
Tecton
Date published
Dec. 11, 2023
Author(s)
Nick Acosta
Word count
787
Language
English
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