Scénarios Métiers

Contexte :
The system processes legacy data archives where some scan metadata might be corrupted or parameters might be entered incorrectly (e.g., Low threshold > High threshold). The pipeline must handle the...

Contexte :
A semiconductor manufacturer processes high-resolution wafer images to detect defects. The volume of data requires a Convolutional Neural Network (CNN). The environment is a distributed SMP server,...

Contexte :
A financial institution analyzes transaction sequences to detect fraud patterns using Recurrent Neural Networks (RNN). The automated training pipeline runs nightly. This test ensures that the 'buil...

Contexte :
A telecommunications company wants to reduce customer attrition. The Data Science team needs to build a Deep Neural Network (DNN) to predict the probability of a customer leaving based on their usa...

Contexte :
A marketing agency tracks trending topics on social media. User-generated content is 'dirty', containing hashtags, special characters, mixed case, and excessive whitespace. The test ensures the act...