Scénarios Métiers

Contexte :
A research organization is analyzing clinical trial data to predict patient response to a new treatment. The dataset is small, contains numerous missing values from incomplete lab results, and the ...

Contexte :
A telecom company wants to score new customers to predict their likelihood of churning. Additionally, they want to extract latent features from the neural network's hidden layer to use as input for...

Contexte :
A healthcare provider needs to run a diagnostic prediction model on a batch of new patient records. The dataset is known to be 'dirty': some records have missing test results (input variables), whi...

Contexte :
An e-commerce platform needs to refresh product recommendations for its entire user base overnight. This involves scoring a very large table of user-product pairs against a recommendation model. Th...

Contexte :
A financial institution maintains multiple versions of a credit risk model. To avoid confusion in their model inventory, each generated scoring code needs a specific, human-readable model identifie...