An Intro to Linear Algebra with 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-2020-2021

NumPy Array Tutorial - https://studio.youtube.com/video/MuxPaQB2Zj4/edit

CONNECT: LinkedIn: https://www.linkedin.com/in/adrian-dolinay-frm-96a289106/ GitHub: https://github.com/ad17171717 Twitter: https://twitter.com/DolinayG

------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 ... https://www.youtube.com/watch?v=oIXi7IuU8Qw