Symmetric Matrices Courses and Certifications

Linear Algebra: Orthogonality and Diagonalization

27 ratings at Coursera

Explore orthogonality, diagonalization, and symmetric matrices, gaining skills applicable to AI and machine learning. Develop a strong foundation for advanced studies in data science and mathematics.

• Coursera
• 9 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Linear Algebra from Elementary to Advanced

Comprehensive introduction to linear algebra, covering vectors, matrices, and their applications. Emphasizes both algebraic and geometric understanding, preparing students for advanced topics in various fields.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Linear Algebra IV: Orthogonality & Symmetric Matrices and the SVD

1 review

This course takes you through roughly five 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 a week
• On-Demand
• Free Online Course (Audit)

NPTEL;  IISc Bangalore

Advanced Matrix Theory and Linear Algebra for Engineers

1 review

Comprehensive exploration of advanced linear algebra concepts for engineers, covering vector spaces, transformations, orthogonality, diagonalization, and singular value decomposition.

• YouTube
• 1 day 14 hours
• On-Demand
• Free Video

Linear Algebra

Comprehensive exploration of linear algebra concepts, from basic equations to advanced topics like eigenvalues and singular value decomposition, with practical applications and proofs.

• YouTube
• 7 hours
• On-Demand
• Free Video

statisticsmatt

Brief Series on Eigenvalue Inequalities

Explore key eigenvalue inequalities for symmetric matrices, including Courant-Fischer, Weyl's, Gershgorin Circle, and Brauer's oval theorems, with applications to correlation matrices.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Mathematics

Explore advanced mathematical concepts including closed sets, matrices, calculus variations, probability, and complex analysis. Gain insights into diverse topics for a comprehensive understanding of higher mathematics.

• YouTube
• 15 hours
• On-Demand
• Free Video

Advanced Matrix Theory and Linear Algebra for Engineers

Comprehensive exploration of advanced linear algebra concepts for engineers, covering vector spaces, transformations, orthogonality, diagonalization, and singular value decomposition.

• YouTube
• 1 day 8 hours
• On-Demand
• Free Video

Neha Agrawal Mathematically Inclined

Matrices and Determinants Class XII 12th CBSE/ISC Maths

Comprehensive exploration of matrices and determinants for 12th grade mathematics, covering key concepts, operations, properties, and problem-solving techniques.

• YouTube
• 6 hours
• On-Demand
• Free Video

Insights into Mathematics

Curvature for the General Paraboloid - Differential Geometry - NJ Wildberger

Novel approach to surface curvature using projective geometry and linear algebra. Explores paraboloid curvature through characteristic polynomials, offering insights for higher-dimensional generalizations.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Symmetric Matrices

Explore symmetric matrices, quadratic forms, and the true second derivative test in linear algebra and calculus.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Using Topology to Study the Geometry of Neural Correlations

Explore how topology and persistent homology uncover hidden structures in neural data, focusing on Betti curves and their applications in analyzing hippocampal, olfactory, and zebrafish brain activity.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

Linear Spaces of Symmetric Matrices - SIAM SAGA Seminar

Explore linear spaces of symmetric matrices, their algebraic geometry, and applications in statistics and optimization with Bernd Sturmfels in this advanced mathematics seminar.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Conference GSI

Algebraic Statistics and Gibbs Manifolds

Explore Gibbs manifolds and their applications in optimization, statistics, and quantum physics, extending toric geometry concepts through an Algebraic Statistics lens.

• YouTube
• 1 hour
• On-Demand
• Free Video

Wrath of Math

Power Method for Dominant Eigenvalues and Eigenvectors in Linear Algebra

Learn to approximate dominant eigenvalues and eigenvectors using the power method with maximum entry and Euclidean scaling. Explore power sequences, Rayleigh quotient, and geometric intuition in linear algebra.

• YouTube
• 21 minutes
• On-Demand
• Free Video