Take My Drift Away

Take My Drift Away

This blog was written in collaboration with Hua Ai, Data Science Manager at Delta Air Lines. In this piece, Hua and Aparna Dhinakaran, CPO and co-founder of Arize AI, discuss how to monitor and troubleshoot model drift. As an ML practitioner, you probably have heard...
What Is AUC?

What Is AUC?

In the latest edition of “The Slice,” a blog series from Arize that explains the essence of ML concepts in a digestible question-and-answer format, we dive into how to calculate AUC – and where it’s most useful. Want to see AUC in the Arize platform? Sign up for a...
Move Fast Without Breaking Things in ML

Move Fast Without Breaking Things in ML

Many companies are learning that bringing a model that works in the research lab into production is much easier said than done. Written by Bob Nugman, ML Engineer at Doordash, and Aparna Dhinakaran, CPO of Arize AI. In this piece, Bob and Aparna discuss the importance...
What Are the Prevailing Explainability Methods?

What Are the Prevailing Explainability Methods?

Welcome to “The Slice,” a new blog series from Arize that explains the essence of ML concepts in a digestible question-and-answer format. Learn more about how Arize can help you tackle explainability or request a trial. What Is Explainability in Machine Learning? The...