[Linear Algebra] Summary of Basic & Fundamental Concepts on Linear Algebra

Summary Notes

2023, Aug 02   —  1 minute read

[MIT 18.06 Exams] Linear Algebra Exams 1-3 Solved

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Exams 1-3 - Exams Exam 1...

2023, Feb 24   —  1 minute read

[MIT 18.06 27] Singular Vector Decomposition (SVD)

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 27: Singular value decomposition -...

2023, Feb 23   —  1 minute read

[MIT 18.06 26] Similar Matrices and Jordan Form

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 28: Similar Matrices and Jordan...

2023, Feb 22   —  1 minute read

[MIT 18.06 25] Positive Definite Matrix and Geometric Minima

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 27: Positive Definite Matrix and...

2023, Feb 21   —  1 minute read

[MIT 18.06 24] Fast Fourier Transform (FFT)

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 26: Complex matrices; fast fourier...

2023, Feb 20   —  1 minute read

[MIT 18.06 23] Symmetric Matrices and Positive Definiteness

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 25: Symmetric matrices and positive...

2023, Feb 18   —  1 minute read

[MIT 18.06 22] Marcov Matrix and Fourier Series

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 24: Marcov Matrix and Fourier...

2023, Feb 17   —  1 minute read

[Linear Algebra] Matrix Norm & Conditional Number of Matrix Operator

Matrix Norm & Conditional Number

2023, Feb 16   —  1 minute read

[MIT 18.06 21] Differential Equations and exp(At)

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 23: Differential equations and exp(At)...

2023, Feb 16   —  1 minute read

[MIT 18.06 20] Diagonalization and Powers of A

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 22: Diagonalization and Powers of...

2023, Feb 15   —  1 minute read

[MIT 18.06 19] Eigenvalue and Eigenvectors

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 21: Eigenvalue and Eigenvectors -...

2023, Feb 14   —  1 minute read

[MIT 18.06 18] Cramer's Rule, Inverses, and Volume

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 20: Cramer’s Rule, Inverse matrix,...

2023, Feb 13   —  1 minute read

[MIT 18.06 17] Determinant Formulas and Cofactors

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 19: Determinant Formulas and Cofactors...

2023, Feb 12   —  1 minute read

[MIT 18.06 16] Properties of Determinants

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 18: Properties of Determinants -...

2023, Feb 11   —  1 minute read

[MIT 18.06 15] Gram-Schmidt and A = QR Factorization

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 17: Orthogonal matrices and Gram-Schmidt...

2023, Feb 10   —  1 minute read

[MIT 18.06 14] Graphs and Networks

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 12: Graphs, networks, incidence matrix...

2023, Feb 09   —  1 minute read

[MIT 18.06 13] Least Squares Approximation

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 16: Projection matrices and least...

2023, Feb 09   —  1 minute read

[MIT 18.06 12] Projections onto Subspaces

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 15: Projections onto subspaces -...

2023, Feb 08   —  1 minute read

[MIT 18.06 11] Orthogonality

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring Lecture 14: Orthogonal vectors and subspaces...

2023, Feb 07   —  1 minute read

[MIT 18.06 10] Four Subspaces of Matrix

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring - Notes & Assignments 10_Four Subspaces...

2023, Feb 06   —  1 minute read

[MIT 18.06 09] Independence, Basis and Dimension

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring - Notes & Assignments 09_Independence, Basis...

2023, Feb 05   —  1 minute read

[MIT 18.06 08] Solvability of Ax = b, Rank of Row Reduced Form

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring - Notes & Assignments 08_Solvability of...

2023, Feb 04   —  1 minute read

[MIT 18.06 07] Null Space, Solving Ax=0

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring - Notes & Assignments 07_Null Space,...

2023, Feb 03   —  1 minute read

[MIT 18.06 06] Vector Spaces and Subspaces

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring - Notes & Assignments 06_Vector Spaces...

2023, Feb 02   —  1 minute read

[MIT 18.06 04-05] PA = LDU Factorization

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring - Notes & Assignments 04-05_PA =...

2023, Jan 30   —  1 minute read

[MIT 18.06 03] Matrix Operations and Inverses

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring - Notes & Assignments 03_Matrix Operations...

2023, Jan 29   —  1 minute read

[MIT 18.06 02] Elimination with matrices

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring - Notes & Assignments 02_Elimination with...

2023, Jan 28   —  1 minute read

[MIT 18.06 01] The geometry of linear equations

Linear Algebra Lecture from MIT OpenCourseWare 18.06 2010 Spring - Notes & Assignments 01_The geometry...

2023, Jan 27   —  1 minute read