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image for course Introduction to Linear Algebra with MATLAB

Introduction to Linear Algebra with MATLAB

Learn the basics of Linear Algebra in MATLAB®. Use matrix methods to analyze and solve linear systems.

Course modules

Introduction

Familiarize yourself with linear algebra and the course.

Lessons:
  • Course Overview

Solving Systems of Linear Equations

Reorganize systems of linear equations into matrix form and solve.

Lessons:
  • Linear Equations and Systems
  • Preparing Systems
  • The Backslash Operator
  • Limitations
  • Review - Solving Systems of Linear Equations

Eigenvalue Decomposition

Calculate the eigenvalues and eigenvectors of a matrix.

Lessons:
  • Eigenvalues and Eigenvectors of a Matrix
  • Calculating Eigenvalues and Eigenvectors
  • Review - Eigenvalue Decomposition

Singular Value Decomposition

Calculate the singular value decomposition of a matrix.

Lessons:
  • Calculating the Singular Value Decomposition
  • Matrix Approximation
  • Review - The Singular Value Decomposition

Next Steps

Give feedback on the course.

Lessons:
  • Additional Resources
  • Survey

Format:Self-paced

Language:English

Language

  • Hands-on exercises with automated feedback
  • Access to MATLAB through your web browser
  • Shareable progress report and course certificate

MATLAB Onramp

Get started quickly with the basics of MATLAB.

Solving Ordinary Differential Equations with MATLAB

Use MATLAB ODE solvers to numerically solve ordinary differential equations.

Solving Nonlinear Equations with MATLAB

Use root finding methods to solve nonlinear equations.

MATLAB Onramp

Get started quickly with the basics of MATLAB.

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