Take a real time example of any ml model and write down how would you training ,testing and what kind of algorithm which you used in your model?
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How To Develop a Machine Learning Model From Scratch
Define adequately our problem (objective, desired outputs…).
Gather data.
Choose a measure of success.
Set an evaluation protocol and the different protocols available.
Prepare the data (dealing with missing values, with categorial values…).
Spilit correctly the data.
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