This from-scratch tutorial on SciPy is designed specifically for those studying physics, mathematics, and engineering. Before watching this, you may want to brush up on numpy:

0:00 Introduction

1:47 Optimization

10:33 Interpolation

13:46 Curve Fitting

24:39 Special Functions

27:12 Differentiation

29:22 Integration

34:06 Differential Equations

48:15 Fourier Transforms

52:06 Examples

1:01:59 Linear Algebra (Basics)

1:10:18 Linear Algebra (Sparse Matrices)

1:17:50 Statistics

All code can be found here:

https://github.com/lukepolson/youtube_channel/blob/main/Python%20Tutorial%20Series/scipy_essentials.ipynb

Suscribe: https://www.youtube.com/channel/UCKaYxkHrmsQePZFpzF9b7sQ/featured

#scipy #python

105.05 GEEK