Lesson 02 of 08

Cleaning and Understanding a Dataset with AI

Use AI to profile, clean, and make sense of a messy real dataset — spotting gaps, outliers, and types — while you verify it isn't inventing structure. You'll deliver a cleaned dataset and a data dictionary.

⏱ 55 min
Video coming soon
The written lesson is below. Video walkthrough publishes shortly.

Use AI to profile, clean, and make sense of a messy real dataset — spotting gaps, outliers, and types — while you verify it isn't inventing structure. You'll deliver a cleaned dataset and a data dictionary.

The full video walkthrough is coming soon. In the meantime, this lesson covers the technique from first principles, with a worked example and a concrete deliverable you can add to your portfolio.