NumPy Tutorial (2022): For Physicists, Engineers, and Mathematicians

Introduction
Array Operations
Indexing and Slicing 1 Dimension
Calculus and Statistics
Examples
Multi-Dimensional Arrays
Functions on Multi-Dimensional Arrays
Linear Algebra: Matrix Operations
Linear Algebra: Systems of Equations
Linear Algebra: Eigenvalue Problems
Examples
Basic Datasets