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NVIDIALevel 01
ML System DesignModel Architecture Selection
Inference Trade-off
Level 02
Training PipelineData Pipeline Design
Training Loop Logic
Level 03
Evaluation FrameworkMetric Selection
Offline vs Online
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Level 19
Foundation Model StrategyPre-train vs Fine-tune
Model Selection
Level 20
Senior ML SimulationEnd-to-End System
Trade-off Recommendation
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