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
Integration and Differentiation
Section 4.1: Numerical Differentiation
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Section 4.2: Numerical Integration
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