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Phase 3 · Data Manipulation & Visualization

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Matplotlib

Part of the AI Engineer Roadmap.

Summary

Python's foundational plotting library — lower-level than Seaborn/Plotly but the one every other visualization library is built on top of.

How to Learn This

1Practice line, bar, scatter and histogram plots from scratch.
2Learn to customize figures: titles, labels, legends, subplots.
3Recreate a chart you've seen in a report using raw matplotlib.

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GroupBy & Aggregation

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Seaborn

More topics in Data Manipulation & Visualization

NumPy Arrays & Vectorization Pandas DataFrames & Series Data Cleaning & Wrangling Handling Missing Data Merging & Joining Datasets GroupBy & Aggregation Seaborn Plotly (Interactive Charts)Exploratory Data Analysis (EDA)

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