Validate and Monitor Your AI and Machine Learning Models
Toronto Machine Learning Series (TMLS) via YouTube
Overview
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Discover essential techniques for validating and monitoring AI and machine learning models in this informative talk by Olivier Blais, Co-founder and VP Data Science at Moov AI. Learn how to ensure the long-term performance and reliability of advanced models, which are becoming increasingly powerful yet more complex to validate and monitor. Explore the critical importance of initial validation and ongoing monitoring, particularly in industries like banking and insurance where such practices are mandatory. Gain insights into the best manual and automatic techniques for model validation, including methods for initial validation. This presentation is crucial for data scientists and business professionals looking to enhance their model management practices and drive successful AI adoption in their organizations.
Syllabus
Olivier Blais - Validate and Monitor Your AI and Machine Learning Models
Taught by
Toronto Machine Learning Series (TMLS)