We all know models are always an illusion of reality - yet may or may not be useful. Data scientists should build both simple and complex models with reasonable and testable assumptions that capture what is important and subject both assumptions and results to rigorous empirical examination.Data scientists should always ask: are there other more reasonable assumptions that explain observations?I…
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