MLOps - Keeping Models from Misbehaving Like Angry Teenagers

MLOps - Keeping Models from Misbehaving Like Angry Teenagers

Explore the world of MLOps in this 46-minute conference talk presented by Cedric De Haes and Bert Gossey at Devoxx. Discover strategies and best practices for managing machine learning models effectively, ensuring they perform reliably and consistently in production environments. Learn how to prevent model misbehavior and maintain optimal performance, drawing parallels to managing unpredictable teenage behavior. Gain insights into monitoring, versioning, and maintaining ML models throughout their lifecycle, equipping yourself with essential knowledge for successful MLOps implementation in your organization.