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What shall we consider before building a ML model? How can the ML model interact with our physical understanding of the machine/process? Have we collected enough data to build a reliable ML model? Is the problem to be solved a classification or regression problem? What features can be extracted from the data to characterize the machine/process dynamics?

What shall we consider before building a ML model? How can the ML model interact with our physical understanding of the machine/process? Have we collected enough data to build a reliable ML model? Is the problem to be solved a classification or regression problem? What features can be extracted from the data to characterize the machine/process dynamics?

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What shall we consider before building a ML model? How can the ML model interact with our physical understanding of the machine/process? Have we collected enough data to build a reliable ML model? Is the problem to be solved a classification or regression problem? What features can be extracted from the data to characterize the machine/process dynamics?
Transcribed Image Text:What shall we consider before building a ML model? How can the ML model interact with our physical understanding of the machine/process? Have we collected enough data to build a reliable ML model? Is the problem to be solved a classification or regression problem? What features can be extracted from the data to characterize the machine/process dynamics?
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