NumPy

NumPy is an open-source Python library for fast numerical computing, offering multi-dimensional arrays, matrices, and a wide range of mathematical functions for data analysis, linear algebra, and scientific tasks.

Lessons

Introduction to NumPy – An introduction to NumPy, a powerful Python library for numerical computing, including installation, importing, array creation, and comparison with Python li...
Manipulating NumPy Arrays – A guide to creating and manipulating NumPy arrays, including np.array, np.zeros, np.ones, np.empty, np.arange, np.linspace, random number generation, reshapi...
Array Operations and Manipulation – A guide to NumPy array operations, universal functions ufuncs, and shape manipulation, covering arithmetic, broadcasting, aggregate functions, element-wise o...