NumPy: The Foundation of Scientific Computing in Python

NumPy is a library in Python that provides support for large, multi-dimensional arrays and matrices, along with a collection of mathematical functions to operate on these arrays. It is widely used in scientific computing, data analysis, and machine learning tasks. NumPy is known for its efficiency and performance, as it allows for vectorized operations on arrays, which can significantly speed up computations compared to traditional Python lists.