Phase 3 · Data Manipulation & Visualization

Projects

EDA on a Public Dataset

Part of the AI Engineer Roadmap.

Summary

A complete exploratory analysis of a real public dataset — your first project that demonstrates data intuition, not just code.

How to Learn This

  • 1Pick a dataset from Kaggle or UCI and write a full EDA notebook.
  • 2Include at least five non-trivial insights, each backed by a chart.
  • 3Write a short summary of what you'd model next and why.

More projects in Data Manipulation & Visualization

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