An Intro to Linear Algebra with Python!

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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.

CONNECT:

|-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
  1. Adrian Dolinay
  2. linear algebra
  3. linear algebra python
  4. linear algebra numpy
  5. numpy matrix
  6. numpy vectors
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Автор

Thank you for the great video! It really helped me with getting the hang of linear algebra with python. I especially love how you include several different examples of how these basic principles can be used in a bigger way. Keep up the good work!

Nick-djbx