The NumPy library provides multidimensional array objects and tools for working with these arrays. It allows users to create arrays, perform arithmetic operations on arrays, manipulate array shapes, combine and split arrays, and more. NumPy arrays can be inspected, saved to disk, sorted, and loaded from text files for data analysis.