Scénarios Métiers

Contexte :
A telecom company has trained a neural network to predict customer churn. They need to generate SAS DATA step code to deploy this model in their production scoring environment to score new customer...

Contexte :
A manufacturing plant uses high-resolution images of its products for quality control. To speed up analysis, they use a neural network autoencoder to reduce the dimensionality of the image data (e....

Contexte :
A telecom company wants to understand why customers are churning. They suspect that missing information in their CRM (like income or age) is not random and might be correlated with churn. This anal...

Contexte :
A manufacturing plant uses thousands of IoT sensors to monitor equipment. Some sensors intermittently fail to report data. The goal is to analyze these missing data patterns at scale to identify po...

Contexte :
In a clinical trial, patients may drop out, leading to missing data for all subsequent visits. One specific biomarker is experimental and fails to record for most patients. This scenario tests how ...