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Data Scientist Workflow With CADS
6
Science of
Analytics
Repository
Deployed Analytic
User Interface (or REST-API directly)
1
4
5
Deployed Analytic
6
2
Learning Controller
Tactical
Planner
Orchestrator
and Scheduler
Learning Controller
Analytic Monitoring
and Adaptation
Analytic
Platforms
Knowledge Acquisition
External Knowledge
about Analytics
3
AI technology automatically determines best analytics pipeline
Data Scientist can interact with System
Cross-Platform Deployment and Evaluation
Input: Supervised prediction problem
Submit to
CADS
…