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SUMMARY:Pragmatic Applications: Detecting Fraud
DESCRIPTION:Every year\, fraud costs the global economy over $5 trillion. AI practitioners are on the front lines of this battle building and deploying sophisticated ML models to detect fraud\, saving organizations billions of dollars in the process. Of course\, it’s a challenging task as fraud takes many forms and attacks vectors across industries. ML teams need an approach that is both reactive in monitoring key metrics and proactive in measuring drift\, counter-abuse ML teams. \nIn this webinar\, you’ll learn best practices for how to: \n\nAccount for model\, feature and actuals drift to ensure your models stay relevant\nTroubleshoot performance degradations across various cohorts\nAvoid common pitfalls from misleading evaluation metrics to imbalanced datasets
URL:https://arize.com/community-events/pragmatic-applications-detecting-fraud/
LOCATION:Virtual\, United States
ATTACH;FMTTYPE=image/jpeg:https://arize.com/wp-content/uploads/2022/10/Pragmatic-Applications-Series-Fraud.jpg
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