Model Monitoring: What, Why, and How
Explore the critical importance of model monitoring in machine learning production environments through this insightful 37-minute conference talk from MLOps World. Discover why ensuring high-performing ML models is crucial for organizations relying on them for core products and business operations. Learn about the potential financial risks associated with defective models and the current lack of tools to detect and remedy performance issues. Gain valuable knowledge on the definition of model monitoring, its significance, and key considerations for implementing an effective monitoring system. Presented by Manasi Vartak, CEO of Verta Inc., this talk provides essential insights for professionals involved in deploying and maintaining ML models in production environments.