Lesson 18 of 18 · The Full Toolkit

Data Analysis with Python - Full Course for Beginners

NumPy underneath, pandas on top, and matplotlib and seaborn for the output. The NumPy section is worth attention even though pandas hides most of it — array thinking is what makes vectorised code fast instead of a loop.

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