Topics
- Data Representation - Unstructured, Irregular, Curvilinear, Rectilinear, Regular
- Function Approximation - Linear, Basis Function, Non-Linear
- Applications: Function Approximation - Discretization, Interpolation, Regression
- Differentiation - Symbolic, Automatic, Finite Difference, Finite Element
- Integration - Symbolic, Taylor, Quadrature, Monte-Carlo
- Optimization - First Order, 2nd Order, Bayes Learning Rule
- Uncertainty -
- Sensitivity Analysis - Gradients, Monte Carlo