Web Reference: Jul 23, 2025 · In this tutorial, we’ll explore different ways to create and work with matrices in Python, including using the NumPy library for matrix operations. Visual representation of a matrix A matrix is a specialized 2-D array that retains its 2-D nature through operations. It has certain special operators, such as * (matrix multiplication) and ** (matrix power). You can treat lists of a list (nested list) as matrix in Python. However, there is a better way of working Python matrices using NumPy package. NumPy is a package for scientific computing which has support for a powerful N-dimensional array object.
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