'Data Fitting : Non Linear Fit' Video Lecture

Data Fitting : Non Linear Fit

Course: Numerical methods and programing

Faculty: Prof. P.B. Sunil Kumar

Institute: IIT Madras

Data Fitting : Non Linear Fit - Click on the Video Link shown below to play the video on Youtube. Browse through Numerical methods and programing (Basic courses) Video Lectures by Prof. P.B. Sunil Kumar from IIT Madras through NPTEL.

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Course Video Lectures Programing Basics Introduction to Pointers Pointers And Arrays External Functions and Argument Passing Representation of Numbers Numerical Error Error Propagation and Stability Polynomial Interpolation-1 Polynomial Interpolation-2 Error In Interpolation Polynomial Polynomial Interpolation Cubic Spline Interpolation Data Fitting : Linear Fit Data Fitting : Linear Fit Data Fitting : Non Linear Fit Matrix Elimination and Solution Solution To Linear Equations Matrix Elimination Eigen Values of A Matrix Eigen Values And Eigen Vectors Solving NonLinear Equations Solving NonLinear Equations Newton Raphson Me.. Methods For Solving NonLinear Equations System of NonLinear Equations Numerical Derivations High order Derivatives From Difference Formul.. Numerical Integration - Basic Rules Comparison of Different Basic Rules Gaussian Rules Comparison of Gaussian Rules Solving Ordinary Differential Equations Solving ordinary differential equations Adaptive step size Runge Kutta scheme Partial Differential Equations Explicit and Implicit Methods The Crank - Nicholson Scheme For Two Spatial Fourier Transforms Fast Fourier Transforms