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?](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Ff0755b8c-8fff-4180-be76-a75a670ad4b2%2F56a67a94-eb67-4758-b9ae-e35227f555e8%2Fosve8j_processed.png&w=3840&q=75)
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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