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Learning from Extremes: What Fraud-Fighting at Scale Can Teach Us About MLOps Across Domains
30 min

Learning from Extremes: What Fraud-Fighting at Scale Can Teach Us About MLOps Across Domains

MLOps World - MLOps World & Generative AI World 2024
Greg Kuhlmann
fraud-prevention training-serving-consistency mlops machine-learning real-time-ml data-modeling feature-engineering observability agile-development data-pipelines inference scalability
Lessons Learned: The Journey to Real-Time Machine Learning at Instacart
39 min

Lessons Learned: The Journey to Real-Time Machine Learning at Instacart

MLOps World - MLOps World & Generative AI World 2024
Guanghua Shu
real-time-ml instacart online-inference streaming-infrastructure flink recommendation-systems machine-learning ml-platform feature-store model-serving kafka data-modeling

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