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Linear Algebra Lecture Note

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Name of Notes : – Linear Algebra Lecture Note

Introduction

Linear algebra is the branch of mathematics concerning linear equations such as:

 
linear maps such as:

and their representations in vector spaces and through matrices.

Linear algebra is central to almost all areas of mathematics. For instance, linear algebra is fundamental in modern presentations of geometry, including for defining basic objects such as lines, planes and rotations. Also, functional analysis, a branch of mathematical analysis, may be viewed as basically the application of linear algebra to spaces of functions.

Linear algebra is also used in most sciences and fields of engineering, because it allows modeling many natural phenomena, and computing efficiently with such models. For nonlinear systems, which cannot be modeled with linear algebra, it is often used for dealing with first-order approximations, using the fact that the differential of a multivariate function at a point is the linear map that best approximates the function near that point.

Modules / Lectures

  • Vector Spaces
  • Linear transformations and Matrices
  • More on Vector spaces and Linear transformations
  • The Eigen Spectrum
  • Sesqui or Bi-linear forms
  • Inner Product Space and Orthonormal Basis
  • Generalized Inverse

Additional information

Product Name

Linear Algebra Lecture Note

Product Size

1.10 MB

Format

File Format

File Category

DEPARTMENT/COURSE

Need For

College, Competition, Entrance, Exams, PSU, Semester, University

Product Type

Written By

Dr. R. K. Sharma, Dr. Wagish Shukla

Provided By

IIT Delhi

Uploaded By

Roop Chandra

Languages

English

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