Interactive Computational Mathematics Tutorial for MATLAB

Tutorials

Interactive Computational Mathematics Tutorial

Complete this form for immediate access to the full tutorial set below. (For student and faculty use only.)

Computational Mathematics Tutorial Introduction 4:11

Linear Algebra (60 minutes)

Learn the basics of solving linear systems in MATLAB.

  • Introduction to Linear Algebra 1:35
  • Solving Linear Systems 16:26
  • Eigenvalue Decomposition 22:44
  • Singular Value Decomposition 14:55

Solving Ordinary Differential Equations (60 minutes)

Learn to solve ordinary differential equations (ODEs) numerically in MATLAB.

  • Introduction to Solving Ordinary Differential Equations 4:57
  • Numerical Solution to ODEs 18:21
  • Solving First-Order Systems 13:11
  • MATLAB ODE Solver Options 17:15

Data Fitting and Working with Nonlinear Equations (50 minutes)

Implement data fitting methods and analyze nonlinear equations in MATLAB.

  • Introduction to Data Fitting and Working with Nonlinear Equations 1:56
  • Data-Driven Models 27:16
  • Solving Nonlinear Equations 18:29