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Numerical Computations in MATLAB – Free Udemy Courses
Including Root Finding, Linear Algebra, Curve Fitting, Numerical Integration, Differential Equations, and Optimization
What you’ll learn
Numerical Computations in MATLAB – Free Udemy Courses
- 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
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
Who this course is for:
- Applied Math and Science Students
- Engineering Students
- Everyone interested in numerical methods and computation
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