Phase 3 · Data Manipulation & Visualization

Topics

Merging & Joining Datasets

Part of the AI Engineer Roadmap.

Summary

Combining multiple DataFrames via merges and joins (inner, outer, left, right) — how you'll build a single training table from scattered data sources.

How to Learn This

  • 1Practice all four join types on two related DataFrames and inspect the row counts.
  • 2Learn to spot join issues: duplicate keys causing row explosion.
  • 3Merge two real datasets on a shared key end-to-end.
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