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Subject:
Programming
Topic:
MATLAB
Views:
26,469
Educator
Name:
Indian Institute of Technology, Madras (IIT Madras)
Type:
University
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MATLAB Programming for Numerical Computation
Video Lectures
Displaying all 41 video lectures.
Lecture 1
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Getting Started with MATLAB
Lecture 2
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Arrays & Matrix Operations in MATLAB
Lecture 3
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Array Operations in MATLAB
Lecture 4
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Loops in MATLAB
Lecture 5
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Working With Files: Script & Functions
Lecture 6
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Plotting and Output in MATLAB
Lecture 7
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Errors in Numerical Computation
Lecture 8
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Truncation and Roundoff Errors
Lecture 9
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Round-Off Errors and Iterative Methods
Lecture 10
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Step-wise Methods & Error Propagation
Lecture 11
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Numerical Differentiation in MATLAB
Lecture 12
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Higher Order Differentiation Formulae
Lecture 13
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Partial Derivatives in MATLAB
Lecture 14
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Numerical Integration in MATLAB
Lecture 15
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Multiple Applications of Integration Formulae
Lecture 16
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In Build MATLAB Integration Functions
Lecture 17
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Basics of Linear Algebra
Lecture 18
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Gauss Elimination and Back Substitution
Lecture 19
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LU Decomposition and Partial Pivoting
Lecture 20
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Gauss Siedel Method
Lecture 21
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How to Solve Linear Equations
Lecture 22
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Nonlinear Equations in Single Variable
Lecture 23
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Using MATLAB command fzero
Lecture 24
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Tri Diagonal Matrix Algorithm
Lecture 25
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Fixed Point Iteration in Single Variable
Lecture 26
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Newton Raphson Method
Lecture 27
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Using MATLAB command fsolve
Lecture 28
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Newton Raphson | Lorenz equation
Lecture 29
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Overview of Regression and Interpolation
Lecture 30
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Linear Least Squares Regression
Lecture 31
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Nonlinear and Functional Regression
Lecture 32
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Interpolation Functions in MATLAB
Lecture 33
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Intro to Ordinary Differential Equations & Euler's Method
Lecture 34
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Runge Kutta RK 2 method
Lecture 35
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MATLAB ode45 Algorithm
Lecture 36
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Higher Order Runge Kutta Methods
Lecture 37
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Error Analysis
Lecture 38
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Multi Variable ODE | Damped Mass-Spring System
Lecture 39
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Stiff Systems & Solution using ode15s
Lecture 40
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Method of Lines for transient PDEs
Lecture 41
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Code to Compute Trajectory of a Cricket Ball | ODE-IVP
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MATLAB Programming for Numerical Computation