MCSE-004: Numerical and Statistical Computing

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Syllabus

Block-1 Numerical Computing I

Unit-1 Floating Point Arithmetic And Errors

Unit-2 Solution of Algebraic And Transcendental Equations

Unit-3 Solution of Linear Algebraic Equations

Block-2 Numerical Computing II

Unit-1 Interpolation

Unit-2 Numerical Integration

Unit-3 Numerical Solution of Ordinary Differential Equations (ODE)

Unit-4 Solution of Ordinary Differential Equations using Runge-Kutta Methods

Block-3 Statistical Computing

Unit-1 Probability Distributions

Unit-2 Pseudo Random Number Generation

Unit-3 Regression Analysis

Some Important Topics

Gaussian Quadrature

LU Decomposition Method

Method of Successive Iteration

The Successive Overrelaxation Method