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anshul paruchuri · Aug 15, 2026

A Practical Guide to Exploratory Data Analytics (TA Session)

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Before you build a model, write a report, or draw any conclusions from data, you need to actually look at it. This is exactly what EDA is for. In this blog, I will walk through EDA from first principles: what it is, why each technique exists, and the statistical reasoning behind it. 
 
 Note: Most examples in the blog will use the Ames Housing dataset, which is a dataset containing real…

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