Beginning Scientific Computing
Programming Basics
basics & simple programming
supplementary basics
related materials
Linear Algebra
linear systems Ax=b
Ax=b, eigenvalues, eigenvectors
singular value decomposition
Differential Calculus
integration & differentiation
differential eqns
Fast Fourier Transform
Fourier analysis
Data Fitting & Optimization
curve fitting
nonlinear fiting
deep learning
Linear Systems Ax=b
Section 2.1: Matrix and Vector Properties
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Section 2.1: Gaussian Elimination
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Section 2.1: LU Decomposition
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Section 2.2: Iterative Methods for Ax=b
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