Doug Lautzenheiser

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Slow customer support is a problem, but it’s not an ML problem. An ML problem is defined by inputs, outputs, and the objective function that guides the learning process—none of these three components are obvious from your boss’s request. It’s your job, as a seasoned ML engineer, to use your knowledge of what problems ML can solve to frame this request as an ML problem.
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
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