The Standard ML Pipeline
Learn about the ML pipeline and operations like data preparation, validation, model training, and more.
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We all know a bit about ML and data science by now, but how exactly do industry professionals turn a dataset into a production-ready application?
We call this the ML pipeline, and, while there’s no set standard of steps, we usually break the procedure down into six steps (detailed in the graphic below).
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