Interpolation and curve fitting

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This lecture provides a comprehensive overview of interpolation methods, beginning with a definition and exploration of its significance in estimating unknown values. Delve into Newton and Lagrange interpolation with a focus on finite differences and polynomial weighted sums. Discover how spline interpolation effectively reduces oscillations in data fitting, enhancing accuracy. The session will also discuss polynomial regression for approximate fitting using matrix equations. A comparative...