MATLAB Programming for Numerical Computation

Video Lectures

Displaying all 41 video lectures.
Lecture 1
Getting Started with MATLAB
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Getting Started with MATLAB
Lecture 2
Arrays & Matrix Operations in MATLAB
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Arrays & Matrix Operations in MATLAB
Lecture 3
Array Operations in MATLAB
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Array Operations in MATLAB
Lecture 4
Loops in MATLAB
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Loops in MATLAB
Lecture 5
Working With Files: Script & Functions
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Working With Files: Script & Functions
Lecture 6
Plotting and Output in MATLAB
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Plotting and Output in MATLAB
Lecture 7
Errors in Numerical Computation
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Errors in Numerical Computation
Lecture 8
Truncation and Roundoff Errors
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Truncation and Roundoff Errors
Lecture 9
Round-Off Errors and Iterative Methods
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Round-Off Errors and Iterative Methods
Lecture 10
Step-wise Methods & Error Propagation
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Step-wise Methods & Error Propagation
Lecture 11
Numerical Differentiation in MATLAB
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Numerical Differentiation in MATLAB
Lecture 12
Higher Order Differentiation Formulae
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Higher Order Differentiation Formulae
Lecture 13
Partial Derivatives in MATLAB
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Partial Derivatives in MATLAB
Lecture 14
Numerical Integration in MATLAB
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Numerical Integration in MATLAB
Lecture 15
Multiple Applications of Integration Formulae
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Multiple Applications of Integration Formulae
Lecture 16
In Build MATLAB Integration Functions
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In Build MATLAB Integration Functions
Lecture 17
Basics of Linear Algebra
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Basics of Linear Algebra
Lecture 18
Gauss Elimination and Back Substitution
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Gauss Elimination and Back Substitution
Lecture 19
LU Decomposition and Partial Pivoting
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LU Decomposition and Partial Pivoting
Lecture 20
Gauss Siedel Method
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Gauss Siedel Method
Lecture 21
How to Solve Linear Equations
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How to Solve Linear Equations
Lecture 22
Nonlinear Equations in Single Variable
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Nonlinear Equations in Single Variable
Lecture 23
Using MATLAB command fzero
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Using MATLAB command fzero
Lecture 24
Tri Diagonal Matrix Algorithm
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Tri Diagonal Matrix Algorithm
Lecture 25
Fixed Point Iteration in Single Variable
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Fixed Point Iteration in Single Variable
Lecture 26
Newton Raphson Method
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Newton Raphson Method
Lecture 27
Using MATLAB command fsolve
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Using MATLAB command fsolve
Lecture 28
Newton Raphson | Lorenz equation
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Newton Raphson | Lorenz equation
Lecture 29
Overview of Regression and Interpolation
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Overview of Regression and Interpolation
Lecture 30
Linear Least Squares Regression
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Linear Least Squares Regression
Lecture 31
Nonlinear and Functional Regression
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Nonlinear and Functional Regression
Lecture 32
Interpolation Functions in MATLAB
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Interpolation Functions in MATLAB
Lecture 33
Intro to Ordinary Differential Equations & Euler's Method
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Intro to Ordinary Differential Equations & Euler's Method
Lecture 34
Runge Kutta RK 2 method
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Runge Kutta RK 2 method
Lecture 35
MATLAB ode45 Algorithm
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MATLAB ode45 Algorithm
Lecture 36
Higher Order Runge Kutta Methods
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Higher Order Runge Kutta Methods
Lecture 37
Error Analysis
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Error Analysis
Lecture 38
Multi Variable ODE | Damped Mass-Spring System
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Multi Variable ODE | Damped Mass-Spring System
Lecture 39
Stiff Systems & Solution using ode15s
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Stiff Systems & Solution using ode15s
Lecture 40
Method of Lines for transient PDEs
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Method of Lines for transient PDEs
Lecture 41
Code to Compute Trajectory of a Cricket Ball | ODE-IVP
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Code to Compute Trajectory of a Cricket Ball | ODE-IVP