Skip to main content
Graph
Search
fr
en
Login
Search
All
Categories
Concepts
Courses
Lectures
MOOCs
People
Quizes
Exercises
Publications
Startups
Units
Show all results for
Home
Lecture
Matrix Exponential: Properties and Justifications
Graph Chatbot
Related lectures (39)
Linear Algebra Review
Covers the basics of linear algebra, including matrix operations and singular value decomposition.
Signal Representations
Covers the norm of a matrix, operator, singular values, and unitary matrices in linear algebra.
Systems of n linear ODEs with constant coupling matrix A
Covers systems of n linear first-order ODEs with constant coupling matrix A and explores properties of solutions and the superposition principle.
Singular Value Decomposition: Applications and Interpretation
Log in to Mediaspace to watch this video
Explains the construction of U, verification of results, and interpretation of SVD in matrix decomposition.
Characterization of Invertible Matrices
Log in to Mediaspace to watch this video
Explores the properties of invertible matrices, including unique solutions and linear independence.
Symmetric Matrices: Diagonalization
Log in to Mediaspace to watch this video
Explores symmetric matrices, their diagonalization, and properties like eigenvalues and eigenvectors.
Convex Optimization: Linear Algebra Review
Log in to Mediaspace to watch this video
Provides a review of linear algebra concepts crucial for convex optimization, covering topics such as vector norms, eigenvalues, and positive semidefinite matrices.
Convex Optimization: Notation and Matrix Norms
Log in to Mediaspace to watch this video
Introduces Convex Optimization notation, convex functions, vector norms, and matrix properties.
Linear Algebra Review: Convex Optimization
Log in to Mediaspace to watch this video
Covers essential linear algebra concepts for convex optimization, including vector norms, eigenvalue decomposition, and matrix properties.
Characteristic Polynomials and Similar Matrices
Log in to Mediaspace to watch this video
Explores characteristic polynomials, similarity of matrices, and eigenvalues in linear transformations.
Matrices and Quadratic Forms: Key Concepts in Linear Algebra
Log in to Mediaspace to watch this video
Provides an overview of symmetric matrices, quadratic forms, and their applications in linear algebra and analysis.
Cholesky Factorization: Theory and Algorithm
Log in to Mediaspace to watch this video
Explores the Cholesky factorization method for symmetric positive definite matrices.
Decomposition Spectral: Symmetric Matrices
Log in to Mediaspace to watch this video
Covers the decomposition of symmetric matrices into eigenvalues and eigenvectors.
Symmetric and Anti-symmetric Matrices
Log in to Mediaspace to watch this video
Introduces symmetric and anti-symmetric matrices, matrix powers, inverses, elementary matrices, and matrix manipulation.
Diagonalization of Symmetric Matrices
Log in to Mediaspace to watch this video
Explores the diagonalization of symmetric matrices through orthogonal decomposition and the spectral theorem.
Linear Algebra: Matrix Operations
Log in to Mediaspace to watch this video
Explores the equivalence between different properties of linear transformations represented by matrices and various matrix operations.
Linear Algebra Basics: Vector Spaces, Transformations, Eigenvalues
Log in to Mediaspace to watch this video
Covers fundamental linear algebra concepts like vector spaces and eigenvalues.
Matrix Operations: Rules and Applications
Log in to Mediaspace to watch this video
Covers matrix operations, including multiplication, transposition, powers, and inverses, and explains how to determine if a matrix is invertible.
Diagonalization of Symmetric Matrices
Log in to Mediaspace to watch this video
Explores diagonalization of symmetric matrices and their eigenvalues, emphasizing orthogonal properties.
Effect of Rounding Errors in Linear Systems
Log in to Mediaspace to watch this video
Explores the effect of rounding errors in solving linear systems using the LU factorization method.
Previous
Page 1 of 2
Next