1. Numerical Linear Algebra# Direct and Iterative Methods For Solving Linear Systems, Lu and Qr Decompositions, Eigenvalue Problems, Error Analysis and Induced Matrix Norm. 2. Dft/fft# Discrete Fourier Transform, Fast Fourier Transform, Spectral Methods 3. Root Finding Methods 4. Finite Difference Approximations and Quadrature Methods 5. Least Squares Approximation

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