Scénarios Métiers

Contexte :
A medical research facility is testing a Support Vector Machine (SVM) classifier for a rare disease. They need to validate the model using a low number of folds due to small sample size and must sp...

Contexte :
A large retail chain wants to optimize its supply chain by analyzing sales performance. Instead of a simple transaction count, they need to sum the total 'MSRP' (Market Suggested Retail Price) for ...

Contexte :
An industrial manufacturing plant monitors engine temperatures via IoT sensors. The data is continuous, but engineers need to categorize temperatures into 5 distinct 'bins' (ranges) and perform a C...

Contexte :
In a clinical drug trial, some patients dropped out, resulting in missing values for the 'SideEffects' variable. The researchers must include these missing values in the analysis to determine if th...

Contexte :
An online retailer wants to automatically extract product names and brand entities from customer reviews to improve their recommendation engine.