Eigenvalues Courses and Certifications

Professor Dave Explains

Finding Eigenvalues and Eigenvectors

Explore eigenvalues and eigenvectors in linear algebra, their importance in math and physics, and learn how to find them through clear explanations and examples.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Steve Brunton

Eigenvalues, Eigenvectors, and Dynamical Systems

Explore eigenvalues, eigenvectors, and dynamical systems in engineering mathematics, focusing on their applications and significance in solving complex problems.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Steve Brunton

Matrix Systems of First Order Equations Using Eigenvectors and Eigenvalues

Explore matrix systems of first-order equations, diagonalization techniques, and higher-order linear ODEs. Learn to solve complex differential equations using eigenvectors and eigenvalues.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Tom Rocks Maths

Oxford Linear Algebra - Eigenvalues and Eigenvectors Explained

Comprehensive tutorial on calculating eigenvalues and eigenvectors of matrices, featuring two worked examples. Covers the eigenvalue equation, characteristic polynomial, and step-by-step solutions for 2x2 and 3x3 matrices.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Centre de recherches mathématiques - CRM

Inequalities Between Neumann and Dirichlet Laplacian Eigenvalues on Planar Domains

Explore inequalities between Neumann and Dirichlet Laplacian eigenvalues on planar domains, generalizing Payne's theorem to simply connected Lipschitz domains using novel variational principles.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Rayleigh Quotient and the Eigenvalues

Discover how the Rayleigh quotient connects to finding largest and smallest eigenvalues in linear algebra through practical mathematical techniques.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Eigenvalues, Eigenvectors, and Diagonalization with NumPy

Master advanced linear algebra concepts using NumPy, from eigenvalues and eigenvectors to matrix diagonalization and SVD, with hands-on applications in Python.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Eigenvalues, Eigenvectors, and Diagonalization with R

Explore eigenvalues, eigenvectors, and matrix diagonalization using R to master advanced linear algebra concepts through practical applications and hands-on coding exercises.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Mathematics for Machine Learning: Linear Algebra

9 ratings

Explore linear algebra fundamentals and their applications in machine learning, covering vectors, matrices, eigenvalues, and practical implementations in Python for data-driven tasks.

• Coursera
• 18 hours 50 minutes
• Self-Paced
• Paid Course

Linear Algebra III: Determinants and Eigenvalues

14 ratings at edX

This course takes you through roughly three weeks of MATH 1554, Linear Algebra, as taught in the School of Mathematics at The Georgia Institute of Technology.

• edX
• 3 weeks, 5-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Michael Penn

Systems of Differential Equations - Matrix Exponentials and Solution Methods

Master matrix exponentials and solution techniques for linear systems through diagonalizable, complex eigenvalue, and non-homogeneous cases with practical examples.

• YouTube
• 1 hour 54 minutes
• Self-Paced
• Free Video

Centre de recherches mathématiques - CRM

Sharp Stability of Higher Order Dirichlet Eigenvalues

Explorez la stabilité des valeurs propres de Dirichlet d'ordre supérieur, en examinant les limites nettes pour les valeurs propres dégénérées et les groupes de valeurs propres.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Eigenvectors and Eigenvalues

3 ratings at Udacity

Learn how to calculate eigenvalues and eigenvectors and why they are important for AI applications.

• Udacity
• 1 hour
• Self-Paced
• Free Online Course

Centre de recherches mathématiques - CRM

Geometric Stability of Weyl's Law and Applications to Asymptotic Spectral Shape Optimization

Explore geometric stability of Weyl's law and its applications to asymptotic spectral shape optimization, focusing on eigenvalue behavior in bounded Lipschitz domains.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Centre de recherches mathématiques - CRM

Spectral Optimization in Exterior Domains - Robin and Steklov Problems

Explore spectral optimization in exterior domains, focusing on Robin and Steklov problems with applications to diffusion processes and geometric inequalities in mathematical analysis.

• YouTube
• 45 minutes
• Self-Paced
• Free Video