Operators vs Architects
System thinking for machine learning
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Chapter assignment
Draw two diagrams for any ML system you have used or built: the model view and the system view. Compare both and identify where you are still operating as an operator rather than an architect.
What to do now
- Map data sources, features, training, serving, monitoring, and feedback.
- Name the weakest system boundary.
- Write one concrete improvement for the next iteration.
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