This from-scratch tutorial on NumPy is designed specifically for those in physics, mathematics, and engineering. In the future, I will be making tutorial videos on all the essential python packages, so subscribe for more!

0:00 Introduction

3:43 Array Operations

8:28 Indexing and Slicing (1 Dimension)

15:18 Calculus and Statistics

21:28 Examples

47:18 Multi-Dimensional Arrays

52:22 Functions on Multi-Dimensional Arrays

56:26 Linear Algebra: Matrix Operations

58:33 Linear Algebra: Systems of Equations

59:53 Linear Algebra: Eigenvalue Problems

1:02:02 Examples

1:28:42 Basic Datasets

All code can be found here:

https://github.com/lukepolson/youtube…

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#numpy #python

124.55 GEEK