YoVDO

Advanced Matrix Theory and Linear Algebra for Engineers

Offered By: NPTEL via YouTube

Tags

Linear Algebra Courses Engineering Courses Linear Systems Courses Vector Spaces Courses Linear Transformations Courses Diagonalization Courses Inner Products Courses Matrix Theory Courses Orthogonality Courses Symmetric Matrices Courses

Course Description

Overview

The course is taught by Prof. Vittal Rao, Centre for Electronics Design and Technology, IISc Bangalore.

In this course, you will learn Introduction to systems of linear equations, Vector spaces, Solutions of linear systems, Important subspaces associated with a matrix, Orthogonality, Eigenvalues and eigenvectors, Diagonalizable matrices, Hermitian and symmetric matrices, General matrices.


Syllabus

Epigenetics.
Prologue Part 2.
Prologue Part 3.
Linear Systems Part 1.
Linear Systems Part 2.
Linear Systems Part 3.
Linear Systems Part 4.
Vector Spaces Part 1.
Vector Spaces Part 2.
Linear Independence and Subspaces Part 1.
Linear Independence and Subspaces Part 2.
Linear Independence and Subspaces Part 3.
Linear Independence and Subspaces Part 4.
Basis Part 1.
Basis Part 2.
Basis Part 3.
Linear Transformations Part 1.
Linear Transformations Part 2.
Linear Transformations Part 3.
Linear Transformations Part 4.
Linear Transformations Part 5.
Inner Product and Orthogonality Part 1.
Inner Product and Orthogonality Part 2.
Inner Product and Orthogonality Part 3.
Inner Product and Orthogonality Part 4.
Inner Product and Orthogonality Part 5.
Inner Product and Orthogonality Part 6.
Diagonalization Part 1.
Diagonalization Part 2.
Diagonalization Part 3.
Diagonalization Part 4.
Hermitian and Symmetric matrices Part 1.
Hermitian and Symmetric matrices Part 2.
Hermitian and Symmetric matrices Part 3.
Hermitian and Symmetric matrices Part 4.
Singular Value Decomposition (SVD) Part 1.
Singular Value Decomposition (SVD) Part 2.
Back To Linear Systems Part 1.
Back To Linear Systems.
Epilogue.


Taught by

nptelhrd

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