Phase 3 · Data Manipulation & Visualization

Topics

GroupBy & Aggregation

Part of the AI Engineer Roadmap.

Summary

Splitting data into groups and computing aggregate stats per group — the pandas equivalent of SQL's GROUP BY, used constantly in EDA and feature engineering.

How to Learn This

  • 1Practice `.groupby()` with multiple aggregation functions.
  • 2Learn `.agg()` with custom functions for more complex summaries.
  • 3Use groupby to answer a real analytical question on a dataset.
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