NPTEL : Advanced Matrix Theory and Linear Algebra for Engineers (Mathematics)

Co-ordinators : Prof. Vittal Rao


Lecture 1 - Prologue - Part 1

Lecture 2 - Prologue - Part 2

Lecture 3 - Prologue - Part 3

Lecture 4 - Linear Systems - Part 1

Lecture 5 - Linear Systems - Part 2

Lecture 6 - Linear Systems - Part 3

Lecture 7 - Linear Systems - Part 4

Lecture 8 - Vector Spaces - Part 1

Lecture 9 - Vector Spaces - Part 2

Lecture 10 - Linear Independence and Subspaces - Part 1

Lecture 11 - Linear Independence and Subspaces - Part 2

Lecture 12 - Linear Independence and Subspaces - Part 3

Lecture 13 - Linear Independence and Subspaces - Part 4

Lecture 14 - Basis - Part 1

Lecture 15 - Basis - Part 2

Lecture 16 - Basis - Part 3

Lecture 17 - Linear Transformations - Part 1

Lecture 18 - Linear Transformations - Part 2

Lecture 19 - Linear Transformations - Part 3

Lecture 20 - Linear Transformations - Part 4

Lecture 21 - Linear Transformations - Part 5

Lecture 22 - Inner Product and Orthogonality - Part 1

Lecture 23 - Inner Product and Orthogonality - Part 2

Lecture 24 - Inner Product and Orthogonality - Part 3

Lecture 25 - Inner Product and Orthogonality - Part 4

Lecture 26 - Inner Product and Orthogonality - Part 5

Lecture 27 - Inner Product and Orthogonality - Part 6

Lecture 28 - Diagonalization - Part 1

Lecture 29 - Diagonalization - Part 2

Lecture 30 - Diagonalization - Part 3

Lecture 31 - Diagonalization - Part 4

Lecture 32 - Hermitian and Symmetric matrices - Part 1

Lecture 33 - Hermitian and Symmetric matrices - Part 2

Lecture 34 - Hermitian and Symmetric matrices - Part 3

Lecture 35 - Hermitian and Symmetric matrices - Part 4

Lecture 36 - Singular Value Decomposition (SVD) - Part 1

Lecture 37 - Singular Value Decomposition (SVD) - Part 2

Lecture 38 - Back To Linear Systems - Part 1

Lecture 39 - Back To Linear Systems - Part 2

Lecture 40 - Epilogue