What is a crucial step when using a machine learning $($ML$)$ algorithm?

preparing or filtering data before feeding it into the algorithm

processing data after the algorithm has been created

feeding all of the data into the algorithm at once

reviewing the data halfway through the creation process

I don't know this yet.

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