Numerical Analysis and Computer Programming NPTEL
Online Free Online Course by
World Mentoring Academy
Online
/ Free Online Course
Details
Resources: OpenCourseware from NPTEL (India), Sheridan College, MIT, UC Berkeley, Stanford & many other of the World's finest University's
Language: English
Units: 38
Lesson content
- Lec 1 - Programing Basics
- Lec 2 - Introduction to Pointers
- Lec 3 - Pointers And Arrays
- Lec 4 - External Functions and Argument Passing
- Lec 5 - Representation of Numbers
- Lec 6 - Numerical Error
- Lec 7 - Error Propagation and Stability
- Lec 8 - Polynomial Interpolation-1
- Lec 9 - Polynomial Interpolation-2
- Lec 10 - Error In Interpolation Polynomial
- Lec 11 - Polynomial Interpolation
- Lec 12 - Cubic Spline Interpolation
- Lec 13 - Data Fitting : Linear Fit
- Lec 14 - Data Fitting : Linear Fit
- Lec 15 - Data Fitting : Non Linear Fit
- Lec 16 - Matrix Elimation and Solution
- Lec 17 - Solution To Linear Equations
- Lec 18 - Matrix Elimination
- Lec 19 - Eigen Values of A Matrix
- Lec 20 - Eigen Values And Eigen Vectors
- Lec 21 - Solving NonLinear Equations
- Lec 22 - Solving NonLinear Equations Newton
- Lec 23 - Methods For Solving NonLinear Equations
- Lec 24 - System of NonLinear Equations
- Lec 25 - Numerical Derivations
- Lec 26 - High order Derivatives From Difference Formula
- Lec 27 - Numerical Integration - Basic Rules
- Lec 28 - Comparison of Different Basic Rules
- Lec 29 - Gaussian Rules
- Lec 30 - Comparison of Gaussian Rules
- Lec 31 - Solving Ordinary Differential Equations
- Lec 32-Solving ordinary differential equations
- Lec 33 - Adaptive step size Runge Kutta scheme
- Lec 34 - Partial Differential Equations
- Lec 35 - Explicit and Implicit Methods
- Lec 36 The Crank - Nicholson Scheme For Two Spatial
- Lec 37 - Fourier Transforms
- Lec 38 Fast Fourier Transforms
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