This lecture covers the concept of polynomial interpolation for curve fitting, focusing on Lagrange's polynomials and the construction of interpolating polynomials. It also discusses the error analysis involved in polynomial fitting methods, including the impact of matrix conditioning. The instructor demonstrates the Runge's phenomenon through examples of interpolating functions and provides insights into the convergence of fitting methods.
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