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01 Semesters (BSc)

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Semester 3

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Numerical Methods for Computer Science

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Lecture Notes

Folder: 01-Semesters-(BSc)/Semester-3/Numerical-Methods-for-Computer-Science/Lecture-Notes

8 items under this folder.

  • Dec 15, 2025

    01 Intro, Numeric Methods, Problems due to Floating Point Arithmetic, Catastrophic Cancellation, Numeric Differentiation

    • Dec 15, 2025

      02 Polynomial Interpolation

      • Dec 15, 2025

        03 Polynomial Interpolation using Lagrange Form, Barycentric Lagrange Form, Runge's Phenomenon, Chebyshev Nodes

        • Dec 15, 2025

          04 Chebyshev Polynomials and Trigonometric (Fourier) Interpolation

          • Dec 15, 2025

            05 Discrete Fourier Transform

            • Dec 15, 2025

              06 DFT Applications - Convolution, Algorithms, and Applications

              • Dec 15, 2025

                07 Piecewise Polynomial Interpolation and Splines

                • Dec 15, 2025

                  08 A Grand Review of Interpolation Methods and Splines


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