Red Means Stop. Green Means Go: A Look into Quality Assessment in Instacart’s Knowledge Graph

1 · Instacart · Sept. 8, 2021, 7:47 p.m.
Author: Thomas GrubbIn the modern age of big data it is important to remember that data quality is just as important as data quantity. I’m a Machine Learning PhD intern at Instacart where I’ve spent the last three months working on various projects regarding data assessment. As I complete my time at Instacart, I want to share how Instacart is taking a proactive approach towards data quality by laying the foundations for a reliability scoring system in the Instacart Knowledge Graph.The Instacart ...