Numerical Methods: Lecture 15 | Curve Fitting Explained | Basics for Prediction

In this lecture, we learned the fundamentals of curve fitting, a powerful tool in numerical analysis used for approximating complex data and functions. 🔍 Topics Covered: - Basic idea and motivation behind curve fitting - Common approaches used for fitting curves to data - Focused discussion on curve fitting for prediction purposes - How curve fitting plays a vital role in numerical differentiation and integration. 📚 Perfect for students of Numerical Methods, Engineering, Mathematics, and anyone interested in computational problem-solving. Linkedin Account : https://www.linkedin.com/in/muhammad-nouman-aslam-khan-60057722/?lipi=urn%3Ali%3Apage%3Ad_flagship3_feed%3BkSWSu7iJSPW3IHgRawrAAQ%3D%3D #numericalmethods #approximate #bisectionmethod #newtonraphsonmethod #chemicalengineering #materialsengineering #engineering #overview #numericalanalysis #MATLAB #NumericalDifferentiation #taylorseries #error #roundoff #absolute #intermediate#value#theorem #bisectionmethod #pseudocode #fixed #fpm #iterations #fixedpointtheorem #convergence #uniqueness #existence #bounds #numericalanalysislecture #errorapproximation #engineeringmathematics #appliednumericalmethodsforengineers #numericalmethods4thsemester #NumericalMethods #NewtonMethod #SecantMethod #RootFinding #MATLAB #falsepositionmethod #basiccommands #implementation #systemoflinearequations #pivoting #partialpivoting #algorithm #NumericalMethods #JacobiMethod #GaussSeidel #Convergence #LinearAlgebra #EngineeringMath #nonlinear#NumericalMethods #FixedPointMethod #NewtonsMethod #NonlinearEquations #EngineeringMath #MATLAB #RootFindings #CurveFitting #Prediction #DataFitting