Principal Component Analysis (PCA) 【Linear Algebra for AI - Part 9】
Linear Algebra Tutorial on Principal Component Analysis (PCA)
🤖 Welcome to our Linear Algebra for AI tutorial!
This tutorial is designed for both linear algebra beginners and AI enthusiasts. In this session, we'll explore the application of linear algebra to principal component analysis.
This is the last tutorial of our "Linear Algebra Tutorial for AI" series. Tomorrow, we'll come back with a 2-hour version of "Linear Algebra Tutorial for AI (Full Course)". Be sure to show your support by liking this video and subscribing to our channel, MetaCode!
🧾 Contents:
00:00:00 Principal Component Analysis (PCA)
00:06:22 Matrix Exponentials
00:08:24 Solution of Linear Systems
00:09:40 Pseudo-Inverse Matrix
00:12:54 Review