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# Tutorials

• ## Numerical Root Finding Methods in Python and MATLAB – Video Tutorial

What are Numerical Root Finding Methods? Numerical Root Finding Methods are essential techniques in ...

• ## Practical Genetic Algorithms in Python and MATLAB – Video Tutorial

What are Genetic Algorithms? Genetic algorithms (GAs) are like nature-inspired computer programs tha...

• ## Principal Component Analysis (PCA) in Python and MATLAB — Free Online Course

What is Principal Component Analysis? Principal Component Analysis (PCA) is a statistical procedure ...

• ## Numerical Computations in MATLAB — Video Tutorial

In this video tutorial, “Numerical Computations in MATLAB” has been reviewed. In fact, t...

• ## Optimization in MATLAB — Video Tutorial

In this video tutorial, “Optimization” has been reviewed and implemented using MATLAB. F...

• ## Numerical Solution of Differential Equations in MATLAB — Video Tutorial

In this video tutorial, “Numerical Solution of Differential Equations” has been reviewed...

• ## Working with Polynomials in MATLAB — Video Tutorial

In this video tutorial, the way of working with “Polynomials” has been reviewed and impl...

• ## Integration and Differentiation in MATLAB — Video Tutorial

In this video tutorial, “Integration and Differentiation” has been reviewed and implemen...

• ## Interpolation in MATLAB — Video Tutorial

In this video tutorial, “Interpolation” has been reviewed and implemented using MATLAB. ...

• ## Eigenvalues and Eigenvectors in MATLAB — Video Tutorial

In this video tutorial, “Eigenvalues and Eigenvectors”  and “Singular Value Decomp...

## Numerical Root Finding Methods in Python and MATLAB – Video Tutorial

What are Numerical Root Finding Methods? Numerical Root Finding Methods are essential techniques in mathematics and science for locating solutions to equations, particularly when finding exact solutions isn’t straightforward. These methods are like mathematical detectives, helping us discover where a function crosses the zero line. This has numerous applications, from solving complex equations in physics and engineering to optimizing algorithms ...

## Practical Genetic Algorithms in Python and MATLAB – Video Tutorial

What are Genetic Algorithms? Genetic algorithms (GAs) are like nature-inspired computer programs that help find the best solutions to problems. They work by creating lots of possible solutions, like mixing and matching traits, just as animals do. Then, they pick the best ones and repeat the process, making each new generation even better. It’s like evolution in your computer, finding ...

## Principal Component Analysis (PCA) in Python and MATLAB — Free Online Course

What is Principal Component Analysis? Principal Component Analysis (PCA) is a statistical procedure and an Unsupervised Learning Algorithm for reducing the dimensionality of a data set while retaining as much information as possible. PCA does this by finding a set of new variables, called “Principal Components”, that are linear combinations of the original variables. The principal components are chosen so ...

## Numerical Computations in MATLAB — Video Tutorial

In this video tutorial, “Numerical Computations in MATLAB” has been reviewed. In fact, 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 ...

## Optimization in MATLAB — Video Tutorial

In this video tutorial, “Optimization” has been reviewed and implemented using MATLAB. For watching full course of Numerical Computations, visit this page. Watch Online Three sections of this video tutorial are available on YouTube and they are embedded into this page as playlist. Video Files Section 1: Linear Programming and Mixed-Integer LP (YouTube) Section 2: Quadratic Programming (YouTube) Section 3: ...

## Numerical Solution of Differential Equations in MATLAB — Video Tutorial

In this video tutorial, “Numerical Solution of Differential Equations” has been reviewed and implemented using MATLAB. For watching full course of Numerical Computations, visit this page. Watch Online Three sections of this video tutorial are available on YouTube and they are embedded into this page as playlist. Video Files Section 1: Solving Ordinary Differential Equations (YouTube) Section 2: Solving Boundary ...

## Working with Polynomials in MATLAB — Video Tutorial

In this video tutorial, the way of working with “Polynomials” has been reviewed and implemented using MATLAB. For watching full course of Numerical Computations, visit this page. Watch Online This video tutorial are available on YouTube and it is embedded into this page. Video File Working with Polynomials (YouTube)   Citing This Work If you wish, you can cite this ...

## Integration and Differentiation in MATLAB — Video Tutorial

In this video tutorial, “Integration and Differentiation” has been reviewed and implemented using MATLAB. For watching full course of Numerical Computations, visit this page. Watch Online Four sections of this video tutorial are available on YouTube and they are embedded into this page as playlist. Video Files Section 1: Numerical Integration using integral and quadgk (YouTube) Section 2: Double and ...