Phase 3 · Data Manipulation & Visualization
TopicsPandas DataFrames & Series
Part of the AI Engineer Roadmap.
Summary
Pandas' tabular data structures for loading, exploring and transforming datasets — the tool you'll use in almost every data task before modeling.
How to Learn This
- 1Load a real CSV dataset and practice filtering, selecting and sorting rows/columns.
- 2Learn `.loc` vs `.iloc` and when to use each.
- 3Practice chaining pandas operations into clean, readable pipelines.
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