Eigenvalues & Eigenvectors: Visual Intuition
“Ages 13+ can explore eigenvalues and eigenvectors through simple visuals and real-life examples, building confidence and a solid foundation in linear algebra.”
Taught byM Sanjeeva ReddyM.Sc. MathematicsWhat you'll learn
Discover how eigenvectors show direction and eigenvalues measure magnitude through visuals and real-world examples—from pendulums and rotations to facial recognition and search engines. Math becomes a superpower that reveals hidden patterns, inspiring confidence to explore engineering, physics, and data science without fear of jargon.
Course content
2 modules10 lessons2h 18m
SEE THE UN-WIGGLE LINE6 lessons · 1h 23m
- Introduction – Finding the Un-Wiggle Line
- 01video 1 sanjeev
- What is an Eigenvector? (The Hidden Axis)
- 02Eigenvalues & Eigenvectors Video 2
- What is an Eigenvalue? (The Speedometer)
- 03Eigenvalues & Eigenvectors Video 3
- Visual Examples (The Science of Snapchat)
- 04Eigenvalues & Eigenvectors Video 4
- Hands-On: The Globe-Spin Test
- 05Eigenvalues & Eigenvectors Video 5
- Live Demo: The Snap-Face Filter
- 06Eigenvalues & Eigenvectors Video 6
VOTES & SWINGS4 lessons · 55 min
- PageRank Story (Google’s Eigenvector)
- 07Eigenvalues & Eigenvectors Video 7
- Surfing Matrix (The Paper Ball Game)
- 08Eigenvalues & Eigenvectors Video 8
- Vibration Demo (The Rhythm of Nature)
- 09Eigenvalues & Eigenvectors Video 9
- Find Natural Frequency (Timekeeper)
- 10Eigenvalues & Eigenvectors v10
About this course
Course Outcomes
- identify eigenvectors in visual demonstrations
- compute basic eigenvalues for 2×2 matrices
- define eigenvalues and eigenvectors
- explain the concept of eigenvalues in simple terms
- appreciate the role of eigenvalues in real-world applications
Your teacher
M Sanjeeva Reddy
M.Sc. MathematicsFuture-ready mathematics innovator, blending AI, machine learning, and timeless principles to make math accessible and empowering.
