Understanding Array Shapes in NumPy

Introduction

Numpy is a handy tool, which stands for Numerical Python, is super useful for doing math stuff with data. But let’s focus on one big idea: array shapes. Understanding array shapes is like knowing how the puzzle fits together – it’s important so that everything works smoothly. Just like you can’t put together puzzles with different numbers of pieces, you can’t do certain things if arrays don’t have the right shapes.

Why do these shapes matter? Well, they …

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