MAK310 - Numerical Methods

MAK310 - NUMERICAL METHODS

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Ders videoları "recepedu" youtube kanalında aşağıdaki playlistlerde bulunmakatdır.

Week 1 - Ch0-Intoduction to Numerical Methods
Ch1-Mathematical model and Engineering Problem Solving
Ch2-Proggramming and Software - MATLAB Introduction

https://www.youtube.com/playlist?list=PLWF4GjBVoAD6nvu-1dxPNNpqHCknGDgZM

Week 2 - Ch2-Programming with MATLAB- Parachutist Example
Ch3-Approximations and Round Off Errors

https://www.youtube.com/playlist?list=PLWF4GjBVoAD5zOIutomQoxGJETU81pAYk

Week 3 - Ch4-Truncation Errors and Taylor Series

https://www.youtube.com/playlist?list=PLWF4GjBVoAD7ecNF7UJs-mZkFQNBAPqF3

Week 4 - Ch4-Truncation Errors and Taylor Series - Error Propagation - Other errors
Ch5-Roots of Equations - Bracketing Methods - Bisection Method

https://www.youtube.com/playlist?list=PLWF4GjBVoAD7a78bFBNNtvzsJ8of8IyUf

Week 5 - Ch5 - Roots of Equations - Bracketing Methods - False Position Method
Ch6 - Roots of Equations - Open Methods

https://www.youtube.com/playlist?list=PLWF4GjBVoAD7k0VM5L3k_iNHCyIEzELfu

Week 6 - Ch6 - Roots of Equations - Open Methods - Systems of Equations
Ch7 - Roots of Polynomials
Ch8 - Optimization

https://www.youtube.com/playlist?list=PLWF4GjBVoAD5FG30krXb3iGQMy_bODgyR

Week 7 - Ch8 - Gradient-based Optimization
Ch9 - Solving Systems of Linear Equations

https://www.youtube.com/playlist?list=PLWF4GjBVoAD7VsfdOlg2HagvXxVcnANrz

Week 8 - Ch10 - LU Decomposition for Solving linear equations and matrix inversion
Ch11 - Methods for Special Matrices and Gauss-Siedel iteration method for solving linear equations

https://www.youtube.com/playlist?list=PLWF4GjBVoAD7zWK1TYEHaMLqazpOxQSMb

Week 9 - Ch12 - Curve Fitting - Simple Statistics
Ch13 - Curve Fitting - Linear Regression
Ch14 - Curve Fitting - Nonlinear Regression
Ch15 - Curve Fitting - Interpolation

https://www.youtube.com/playlist?list=PLWF4GjBVoAD4UqYaCCC2Qv4S26zBF1Qcj

Week 10 - Ch15 - Curve Fitting - Interpolation with Newton Polynomials
Ch16 - Curve Fitting - Interpolation with Lagrange Polynomials
Ch19 - Numerical Differentiation and Integration - Noncomputer methods
Ch20 - Differentiation and Integration in Engineering
Ch21 - Newton-Cotes formulations for Numerical Integration

https://www.youtube.com/playlist?list=PLWF4GjBVoAD5VXR7nh8RYi-uxswQM9_p7

Week 11 - Ch21 - Newton-Cotes formulations for Numerical Integration
Ch22 - Integration of Equations - Richardson, Romberg, Gauss Quadrature

https://www.youtube.com/playlist?list=PLWF4GjBVoAD4RJlC1brsd-O6RNco9Y6ZZ

Week 12 - Ch23 - Numerical Differentiation

https://www.youtube.com/playlist?list=PLWF4GjBVoAD7Yu_Ee0FBO6wd7hipX9MvX