Scénarios Métiers

Cas d'usage réels et workflows complets

285 Scénarios trouvés
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activeLearn alJoin

Edge Case: Reconciling Disparate Datasets with a Full Join

Contexte :
A data quality team is tasked with reconciling two datasets: a primary customer list and a secondary list of service subscriptions. Due to different data entry processes, some customers may be miss...
aggregation aggregate

Retail Sales Analysis with Sliding Window and Missing Data

Contexte :
A national retail chain wants to analyze daily sales performance using a 3-day sliding window to smooth out daily fluctuations. The analysis must handle days where sales data might be missing for s...
aggregation aggregate

Monthly Customer Transaction Analysis

Contexte :
A retail bank needs to generate a monthly summary of customer transactions. The goal is to calculate the total transaction amount, the average transaction value, and the number of transactions for ...
aggregation aggregate

High-Volume IoT Sensor Data Aggregation for Predictive Maintenance

Contexte :
A manufacturing plant monitors thousands of machines using IoT sensors that stream data every second. To prevent failures, they need to analyze this high-volume data in near real-time. The task is ...
builtins addUserActionSetPath

Standard Use Case: Onboarding a Data Scientist to a Shared Project

Contexte :
A data science team maintains a central CAS library ('ds_project_lib') containing custom-built action sets for recurring analyses (e.g., feature engineering, model validation). A new team member ne...