Scénarios Métiers

Cas d'usage réels et workflows complets

285 Scénarios trouvés
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Edge Case: PII Removal and Handling Missing Data

Contexte :
For a regulatory audit, a bank must extract loan data while strictly removing Personally Identifiable Information (PII) like 'SSN'. The process must also handle data quality issues by excluding row...
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High-Frequency Update of Fraud Model in Teradata

Contexte :
A financial institution updates its Fraud Detection model weekly to adapt to new attack vectors. The model must be pushed to a Teradata appliance used for high-volume transaction scoring. It is cri...
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Edge Case: Invalid Configuration for Filesystem Export

Contexte :
An R&D engineer is attempting to archive an experimental model to a local filesystem for offline analysis. They are unfamiliar with the API and omit the mandatory directory path, allowing us to tes...
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Standard Deployment of CLV Model to Hadoop

Contexte :
A large retail chain has developed a Customer Lifetime Value (CLV) model in SAS Viya. To integrate this with their nightly batch processing pipelines which run on a Data Lake, they need to publish ...
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Joint Default Probability Model Review

Contexte :
A financial institution is modeling the dependency between two credit portfolios (Portfolio A and Portfolio B) using a t-Copula to assess systemic risk. Before deploying the model for stress testin...