MATLAB Programming for Numerical Computation

MATLAB Programming for Numerical Computation

@VTU COE

0.0
(0) 0 Students
Download Brochure

What you will learn

  • None

MATLAB is a popular language for numerical computation. This course introduces students to MATLAB programming, and demonstrate it?s use for scientific computations. The basis of computational techniques are expounded through various coding examples and problems, and practical ways to use MATLAB will be discussed. The objective of this course is to introduce undergraduate students to computational methods using MATLAB. At the end of this course, a student would:

play
Week-01 Plan
Preview 04:10
play
Basics of Programming using MATLAB
Preview 20:00
play
Array Operations in MATLAB
Preview 24:20
play
Tutorial: Using Arrays
Preview 21:02
play
For Loops and Array Indexing in MATLAB
Preview 22:03
play
Cell Arrays and Structures in MATLAB
Preview 16:23
play
Bonus - Mixed_Data_Types
Preview 13:21
play
Plotting and Output
Preview 26:38

play
Week-02 Plan
Preview 02:21
play
Loops and Execution Control
Preview 17:42
play
MATLAB Files -- Scripts and Functions
Preview 23:34
play
Parameter struct in MATLAB
Preview 17:41
play
Good Practices in MATLAB Functions
Preview 18:22
play
Good Practices in MATLAB Functions (Part-2)
Preview 10:23
play
Debugging MATLAB Code
Preview 09:16

play
Errors in Numerical Computation
Preview 17:13
play
Truncation Errors and Taylors Series
Preview 18:40
play
Round-Off Errors; and Iterative Methods
Preview 23:39
play
Step-wise Methods and Error Propagation
Preview 19:49

play
Basics of Linear Algebra
Preview 21:01
play
Gauss Elimination and Back-Substitution
Preview 21:38
play
LU Decomposition and Partial Pivoting
Preview 18:38
play
Gauss Siedel Method
Preview 16:31
play
(Tutorial)
Preview 09:54
play
Tri-Diagonal Matrix Algorithm
Preview 22:46

play
Nonlinear Equations in Single Variable
Preview 21:47
play
Using MATLAB command fzero
Preview 17:44
play
Fixed Point Iteration in Single Variable
Preview 19:13
play
Newton-Raphson (single variable)
Preview 16:34
play
Using MATLAB command fsolve (multi-variable)
Preview 17:03
play
Newton-Raphson (multi Variable)
Preview 17:00

play
Week-06 Plan
Preview 03:35
play
Differentiation in Single Variable
Preview 18:39
play
Higher Order Differentiation Formulae
Preview 16:26
play
Partial Differentials (Bonus)
Preview 20:40
play
Numerical Integration
Preview 17:38
play
Multiple Applications of Integration Formulae
Preview 17:34
play
In-Build MATLAB Integration Functions
Preview 16:44

play
Introduction and Euler's Method
Preview 22:27
play
Runge-Kutta (RK-2) method
Preview 15:54
play
MATLAB ode45 algorithm
Preview 16:40
play
Higher order Runge-Kutta Methods
Preview 16:11
play
Error Analysis
Preview 19:03

play
Multi-Variable ODE
Preview 18:45
play
Stiff Systems & Solution using ode15s
Preview 20:18
play
ODE-IVP - Practical Aspects
Preview 16:16
play
A Final Example for ODE-IVP
Preview 16:07

play
Week-09 Plan
Preview 02:24
play
Introduction
Preview 13:46
play
Linear Least Squares Regression
Preview 17:27
play
Nonlinear and Functional Regression
Preview 21:29
play
Interpolation Functions in MATLAB
Preview 19:09
play
Tutorial: How to do linear and nonlinear regression
Preview 08:52

play
ODE-BVP: Introduction and Solution using MATLAB Solver
Preview 28:18
play
ODE-BVP: Solution using Finite Difference
Preview 18:07
play
ODE-BVP: Shooting Method
Preview 15:58
play
Extensions to ODE-BVP
Preview 17:00

play
Bonus Material for Week 10
Preview 02:54
play
Differential Algebraic Equations
Preview 20:45
play
DAEs: Solution using MATLAB
Preview 12:32
play
DAEs: Recap and Extensions
Preview 14:47

play
PDE Solution Approaches
Preview 08:03
play
Partial Differential Equations (PDEs)
Preview 13:14
play
Method of Lines for Transient Parabolic PDEs
Preview 15:29
play
Method of Lines for Hyperbolic PDEs
Preview 28:09
play
Bonus: Finite Differences for Solving Transient PDEs
Preview 14:15
play
Bonus: Solving Elliptic PDEs
Preview 08:11
img
No Discussion Found

0.0

0 Reviews

5
0
4
0
3
0
2
0
1
0
Meet Your Instructor
@VTU COE
img

Instructor
3.2 Rating
5446 Students
800 Courses
About Instructor

VTU is one of the largest Technological Universities in India with 24 years of Tradition of excellence in Engineering & Technical Education, Research and Innovations. It came into existence in the year 1998 to cater the needs of Indian industries for trained technical manpower with practical experience and sound theoretical knowledge.

video

Free

  • Course Duration
    18 h 44 m 39 s
  • Course Level
    Advanced
  • Student Enrolled
    0
  • Language
    English
This Course Includes
  • 18 h 44 m 39 s Video Lectures
  • 0 Quizzes
  • 0 Assignments
  • 0 Downloadable Resources
  • Full Lifetime Access
  • Certificate of Completion