Scénarios Métiers

Contexte :
An online retailer wants to identify the most common navigation paths customers take before making a purchase. By understanding these frequent sequences (e.g., 'Landing Page' -> 'Product Search' ->...

Contexte :
A manufacturing plant collects high-frequency logs from industrial machines. The engineering team needs to detect specific patterns of error codes that occur in rapid succession (bursts) to predict...

Contexte :
A bank is investigating potential credit card fraud patterns. They want to analyze transaction sequences only for 'High Risk' flagged accounts. The goal is to find transaction types that happen seq...

Contexte :
A retail bank wants to estimate the generalization error of a Gradient Boosting model designed to predict customer churn. They need to ensure the model performs consistently across different subset...

Contexte :
A credit card processor needs to validate a Random Forest model for fraud detection on a large dataset. Due to the data volume and the complexity of the forest, they want to utilize parallel proces...