MATLAB Programming for Numerical Computation

Video Lectures

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