Model Performance and Monitoring - Post Production Challenges

Model Performance and Monitoring - Post Production Challenges

Wednesday, August 14, 2024 10:35 AM to 11:20 AM · 45 min. (US/Pacific)
152-153 (Level 1)
ML Ops & Platforms [Technical]

Information

In the AI ecosystem, deploying a model is just the beginning. This panel delves into the post-production intricacies of AI, emphasizing the importance of consistent model performance and vigilant monitoring. Experts will discuss the tools and strategies necessary to ensure models remain effective and accurate over time, as well as address the challenges that arise from ever-evolving data streams. Attendees will gain insights into best practices for maintaining AI reliability and mitigating risks in live environments.
Project Type Tracks [Technical]
ML Ops & Platforms [Technical]