What is Numpy and Why?

Numpy, short for Numerical Python, is a powerful library used in AI, machine learning, and data science for numerical computing. It addresses Python's limitations with arrays, supporting multi-dimensional arrays and offering performance benefits through optimized C code. Numpy is foundational to many other libraries like Pandas and Scikit-Learn, making it a crucial tool for scientific and data-intensive computations.