Who is Domino?

Domino Data Lab empowers the largest AI-driven enterprises to build and operate AI at scale. Domino’s Enterprise AI Platform provides an integrated experience encompassing model development, MLOps, collaboration, and governance. With Domino, global enterprises can develop better medicines, grow more productive crops, develop more competitive products, and more. Founded in 2013, Domino is backed by Sequoia Capital, Coatue Management, NVIDIA, Snowflake, and other leading investors.

Watch Demo

Episode 2

How to Use AI Reliability to Identify and Predict Model Decay

Data Science Leaders | 39:31 | May 12, 2021

Listen how you want

Listen onSpotify

Listen onApple

Listen onYouTube

Get new episodes  in your inbox

Return to podcast home

What if we could predict how long our models will last in the field?

Is there a mathematical way to estimate mean time to failure for a specific model?

In this episode, Dave Cole is joined by Celeste Fralick, Chief Data Scientist at McAfee, to discuss AI reliability and how it can help predict model decay.

Celeste also explained: