Phase 3 · Data Manipulation & Visualization
TopicsMerging & 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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