NumPy is a popular tool for computing numbers involving matrices, arrays, and math functions. The shape attribute of a NumPy array returns a tuple showing the array's dimensions. And when it comes to reshaping and manipulating NumPy arrays, the attribute is crucial.
Below is how the shape attribute function: