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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

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

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!

All code can be found here:
https://github.com/lukepolson/youtube_channel/blob/main/Python%20Tutorial%20Series/numpy_essentials.ipynb

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

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

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Code from the video: https://github.com/lukepolson/youtube_channel/tree/main/Javascript%20Simulations/js1
Discord: https://discord.gg/Ap2sf3sKqg
Instagram: https://www.instagram.com/mrpsolver/