Scénarios Métiers

Contexte :
An industrial manufacturing plant wants to predict equipment failure using sensor data. However, due to network issues and sensor malfunctions, the data is often incomplete. This scenario tests the...

Contexte :
A telecommunications company wants to proactively identify customers at high risk of churning. By modeling customer behavior and contract attributes, they aim to build a predictive model to score t...

Contexte :
A retail company wants to segment its customer base to launch a new loyalty program. The marketing team needs to group customers into five distinct, equally-sized groups based on their 'age' and 'a...

Contexte :
A financial institution is preparing a dataset for a credit scoring model. The input data, containing applicant 'income' and 'credit_score', is known to have missing values. The risk department req...

Contexte :
In a clinical trial analysis, researchers need to categorize patients into risk groups based on specific, medically-defined cut-off points for a 'biomarker_level'. These thresholds are absolute and...