Production Machine Learning Monitoring: Principles, Patterns and Techniques (Alejandro Saucedo)
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YouTubeAlejandro Saucedo
Production Machine Learning Monitoring: Principles, Patterns and Techniques (Alejandro Saucedo)
Production Machine Learning Monitoring: Principles, Patterns and Examples (Alejandro Saucedo). Covering Explainability, Outlier Detection, Concept Drift, Adversarial Detection and Performance Monitoring of production machine learning systems. Sections: Intro: (0:00) Motivations (2:17) Usecase Overview - Iris Classifier (3:37) Deploying ML Model ...
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