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Numerical Computations in MATLAB
Including Root Finding, Linear Algebra, Curve Fitting, Numerical Integration, Differential Equations and Optimization
Created by Yarpiz Team, offered on Udemy
bestcourses score™
Student feedback
8.1/10To 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
9/10We 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
8.1/10This 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
