Why EDA Is the Most Overlooked Step in Data Science

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2025-11-07 12:45:53

In the excitement of building machine learning models and creating predictive solutions, many data scientists rush past a critical step: Exploratory Data Analysis (EDA). Skipping EDA is like trying to navigate a city without a map—you might get somewhere, but the journey will be inefficient, and mistakes are inevitable. EDA is the process of examining your dataset to understand its...

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