Scénarios Métiers

Contexte :
A bioinformatics research institute is processing massive genomic datasets. A researcher initiates a heavy aggregation (`simple.summary`) on a table with hundreds of millions of rows. The process i...

Contexte :
A retail company has built a BART model to predict the potential lifetime value of new customers based on their initial demographic data and first-week purchase behavior. The goal is to score a new...

Contexte :
An engineering team is analyzing sensor data from industrial equipment to predict time-to-failure. For a critical component, they need not just the average prediction but the entire posterior distr...

Contexte :
A financial institution uses a BART classification model (trained with bartProbit) to assess loan default risk. The scoring process must be robust and handle incoming applications that may have mis...

Contexte :
A retail company has launched a targeted marketing campaign and wants to measure the impact of offering a discount (15% vs. 0%) and the marketing channel used (Email vs. SMS) on the probability of ...