AI Operations and the Importance of Monitoring Models

Monitoring your production models is essential to AI success. In this session, you’ll hear the benefits of one potential approach to AI Operations: handing off production support to a separate team of data scientists and engineers.

We’ve asked one of our customers to walk you through a case study that illustrates how real-world events like Covid-19 can disrupt your data and how monitoring data drift provides an early warning system that your models may need attention.

Watch this session to:

• See how DataRobot helps data science teams better collaborate with IT on model maintenance
• Learn how DataRobot helps you automate processes for monitoring your models
• Listen to a real-world example on the importance of active model management

Speakers

Mark Coyne

VP, Operational AI, Cotiviti