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risk features

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DataFunSummit
DataFunSummit
Aug 25, 2022 · Big Data

Managing the Full Lifecycle of Risk Features: Pitfalls, Solutions, and Future Directions

The talk by Tang Gengyang from Citic Baixin Bank details the challenges faced in risk feature engineering, presents two solution frameworks (1.0 and 2.0) for accelerating deployment, improving reuse, handling offline/online consistency, and outlines future enhancements for a more efficient, automated feature pipeline.

Big DataFeature EngineeringFlink
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Managing the Full Lifecycle of Risk Features: Pitfalls, Solutions, and Future Directions