What is NumPy?
NumPy is a fundamental package for scientific computing in Python. It provides N-dimensional arrays and tools for mathematical operations, serving as a core library for data science, machine learning, and scientific research. It is an open-source project developed and maintained by a community of contributors. Developers and researchers use NumPy for its fast and versatile array computing capabilities, including vectorization, indexing, and broadcasting. It offers numerical computing tools such as mathematical functions, random number generators, linear algebra routines, and Fourier transforms. Its high-level syntax makes it accessible for many programmers.