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Course11110806640 lectures

Advanced Matrix Theory and Linear Algebra for Engineers

Prof. Vittal Rao · IISc Bangalore

Start with lecture 1 At NPTEL

Lectures

Prologue

  1. Prologue Part 1 Video
  2. Prologue Part 2 Video
  3. Prologue Part 3 Video

Linear Systems

  1. Linear Systems Part 1 Video
  2. Linear Systems Part 2 Video
  3. Linear Systems Part 3 Video
  4. Linear Systems Part 4 Video

Vector Spaces

  1. Vector Spaces Part 1 Video
  2. Vector Spaces Part 2 Video

Linear Independence and Subspaces

  1. Linear Independence and Subspaces Part 1 Video
  2. Linear Independence and Subspaces Part 2 Video
  3. Linear Independence and Subspaces Part 3 Video
  4. Linear Independence and Subspaces Part 4 Video

Basis

  1. Basis Part 1 Video
  2. Basis Part 2 Video
  3. Basis Part 3 Video

Linear Transformations

  1. Linear Transformations Part 1 Video
  2. Linear Transformations Part 2 Video
  3. Linear Transformations Part 3 Video
  4. Linear Transformations Part 4 Video
  5. Linear Transformations Part 5 Video

Inner Product and Orthogonality

  1. Inner Product and Orthogonality Part 1 Video
  2. Inner Product and Orthogonality Part 2 Video
  3. Inner Product and Orthogonality Part 3 Video
  4. Inner Product and Orthogonality Part 4 Video
  5. Inner Product and Orthogonality Part 5 Video
  6. Inner Product and Orthogonality Part 6 Video

Diagonalization

  1. Diagonalization Part 1 Video
  2. Diagonalization Part 2 Video
  3. Diagonalization Part 3 Video
  4. Diagonalization Part 4 Video

Hermitian and Symmetric matrices

  1. Hermitian and Symmetric matrices Part 1 Video
  2. Hermitian and Symmetric matrices Part 2 Video
  3. Hermitian and Symmetric matrices Part 3 Video
  4. Hermitian and Symmetric matrices Part 4 Video

Singular Value Decomposition (SVD)

  1. Singular Value Decomposition (SVD) Part 1 Video
  2. Singular Value Decomposition (SVD) Part 2 Video

Back To Linear Systems

  1. Back To Linear Systems Part 1 Video
  2. Back To Linear Systems Part 2 Video

Epilogue

  1. Epilogue Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IISc Bangalore
Department
Mathematics
Teacher
Prof. Vittal Rao
Level
Undergraduate
Language
English
Subjects
Mathematics
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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