Description

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: https://www.youtube.com/watch?v=DcfYgePyedM All code can be found here: https://github.com/lukepolson/youtube_channel/blob/main/Python%20Tutorial%20Series/scipy_essentials.ipynb 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