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What's the Point of Vectorization? | Stack Overflow's NumPy & pandas Problem Part 1

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This is part 1 of "What You Won't Learn on Stack Overflow: NumPy & pandas"
In this series, we cover core concepts of NumPy, Pandas, and Matplotlib often left out of answers on Stack Overflow. We focus on building an understanding of these packages from the ground up instead of their rote mechanical details- instead of showing you the endless features these packages offer. We share the concepts that guide experts to solutions of various data problems.
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