Advanced Computational Techniques
Online
4 WeeksQuick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Kharagpur |
The Syllabus
- Overview on Elementary Numerical Methods
- Hermit Interpolation
- Cubic Splines
- Numerical quadrature
- Gauss Quadrature
- Least square approximation
- Linear system of equations
- LU-decomposition
- Tri-diagonal system
- Iterative Methods
- SOR
- Conjugate gradient method
- Eigen value computation
- Power method
- Initial value problems
- Predictor-corrector methods
- Stability
- Truncation error
- Runge-Kutta method
- Linear boundary value problem
- Finite Difference Method
- Non-linear BVP
- Iterative methods
- Advection-diffusion equations
- Implicit Scheme
- Crank-Nicolson Scheme
- von-Neumann stability analysis
- Linear hyperbolic PDE
- Upwind scheme
- Lax scheme
- Non-linear Burgers equations
- Iterative scheme