Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Eigenvalues and Eigenvectors

Steve Brunton via YouTube

Start learning Write review
DataCamp Ad

AI Engineer - Learn how to integrate AI into software applications

Learn More → Coursera Ad

Learn AI, Data Science & Business — Earn Certificates That Get You Hired

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This lecture explains eigenvalues and eigenvectors, including their role in diagonalizing matrices and simplifying linear systems of differential equations. It derives the characteristic equation and works through 2×2 examples and the general computation procedure.

Syllabus

Overview and Eigenvalue Equation
Eigenvalues and Eigenvectors are "Special"
Example 2x2 Matrix
Computing Eigenvalues and Eigenvectors for *any* Matrix
The Determinant Measures Area of a Transformation
Determinant of 3x3 Matrix
Revisit 2x2 Matrix Example

Taught by

Steve Brunton

Reviews

Start your review of Eigenvalues and Eigenvectors

Start learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.