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Numerical Computations in MATLAB

Including Root Finding, Linear Algebra, Curve Fitting, Numerical Integration, Differential Equations and Optimization

4.9 / 5.0
7343 students4 hours 26 minutes

Created by Yarpiz Team, offered on Udemy

bestcourses score™

Student feedback

8.1/10

To make sure that we score courses properly, we pay a lot of attention to the reviews students leave on courses and how many students are taking a course in the first place. This course has a total of 7343 students which left 181 reviews at an average rating of 4.9. Impressive!

Course length

9/10

We analyze course length to see if courses cover all important aspects of a topic, taking into account how long the course is compared to the category average. This course has a length of 4 hours 26 minutes, which is pretty short. This might not be a bad thing, but we've found that longer courses are often more detailed & comprehensive. The average course length for this entire category is 7 hours 6 minutes.

Overall score

8.1/10

This course currently has a bestcourses score of 8.1/10, which makes it a great course to learn from. On our entire platform, only 15% of courses achieve this rating!

Description

In this course, the built-in capabilities of MATLAB are used to perform numerical computations, which are very useful in enormous fields of applied science and engineering, including:

  • Root finding and equation solving

  • Solving system of equations

  • Eigenvalues, eigenvectors and eigendecomposition

  • Singular Value Decomposition

  • Interpolation, curve fitting and surface modeling

  • Numerical integration and differentiation

  • Working with polynomials

  • Solving Ordinary Differential Equations (ODEs)

  • Solving Boundary Value Problems (BVPs)

  • Solving Delayed Differential Equations (DDEs)

  • Linear Programming (LP)

  • Mixed-Integer Linear Programming (MILP)

  • Quadratic Programming (QP)

  • Constrained and unconstrained nonlinear optimization


What you will learn

  • Root Finding and Numerical Equation Solving in MATLAB
  • Linear Algebra, Eigendecomposition and SVD in MATLAB
  • Curve Fitting and Interpolation in 1D, 2D and 3D Spaces using MATLAB
  • Numerical Integration and Differentiation in MATLAB
  • Working with Polynomials in MATLAB
  • Solving Ordinary Differential Equations in MATLAB
  • Solving Boundary Value Problems in MATLAB
  • Solving Delayed Differential Equations in MATLAB
  • Linear Programming and Mixed-Integer LP in MATLAB
  • Quadratic Programming in MATLAB
  • Constrained and Unconstrained Nonlinear Optimization in MATLAB

Requirements

  • Basic Math and Calculus
  • Numerical Methods
  • MATLAB Programming
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Frequently asked questions

  • Price: Free
  • Platform: Udemy
  • Language: English
  • 4 hours 26 minutes
Numerical Computations in MATLAB thumbnail

bestcourses score: 8.1/10

This course is better than many others in its category.