Question: What is the purpose of exploratory data analysis ( EDA ) in a machine learning project? To create visualizations for marketing purposes To validate model

What is the purpose of exploratory data analysis (EDA) in a machine learning project?
To create visualizations for marketing purposes
To validate model predictions
To test machine learning algorithms
To identify patterns and relationships in the data

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