Введение в линейную алгебру с Python!

Tutorial introducing Linear Algebra with Python. Learn the broad definition of Linear Algebra, how to execute basic matrix operations including matrix addition, scalar multiplication, dot product and code out real world applications of Linear Algebra.

GitHub repo containing the notebook under "Python YouTube Tutorials" - https://github.com/tudev/Workshops-20...

NumPy Array Tutorial - https://studio.youtube.com/video/MuxP...

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|-Video Chapters-|
0:00 - Intro
0:18 - Packages within notebook
0:44 - Definition of Linear Algebra
1:29 - Creating a matrix with NumPy
4:15 - Matrix Addition
13:35 - Scalar Multiplication
16:36 - Dot Product
19:40 - Scalar Multiplication to encrypt images
31:40 - One Hot Encoding
35:30 - Linear Regression with two arrays
47:51 - Dot Product to find the position of video game object
54:54 - References and additional learning