YoVDO

Introduction to Linear Algebra with MATLAB

Offered By: MathWorks via MATLAB Academy

Tags

MATLAB Courses Linear Algebra Courses Systems of Linear Equations Courses Singular Value Decomposition Courses

Course Description

Overview

  • Introduction: Familiarize yourself with linear algebra and the course.
  • Solving Systems of Linear Equations: Reorganize systems of linear equations into matrix form and solve.
  • Eigenvalue Decomposition: Calculate the eigenvalues and eigenvectors of a matrix.
  • Singular Value Decomposition: Calculate the singular value decomposition of a matrix.
  • Next Steps: Give feedback on the course.

Syllabus

  • Course Overview
  • Linear Equations and Systems
  • Preparing Systems
  • The Backslash Operator
  • Limitations
  • Review - Solving Systems of Linear Equations
  • Eigenvalues and Eigenvectors of a Matrix
  • Calculating Eigenvalues and Eigenvectors
  • Review - Eigenvalue Decomposition
  • Calculating the Singular Value Decomposition
  • Applications of the Singular Value Decomposition
  • Review - The Singular Value Decomposition
  • Additional Resources
  • Survey

Taught by

Ben Placek

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