Question: Why is Data Sampling is an importanl step for an Ml systems? list various types of Sampling methods? Which or the non - probabilistic method

Why is Data Sampling is an importanl step for an Ml systems? list various types of Sampling methods? Which or the non-probabilistic method is
best in your view and why?

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