Numerical Computation
Welcome
Syllabus
Slides
2022-01-10 First Day
2022-01-12 Functions
2022-01-14 Function errors
2022-01-19 Conditioning
2022-01-21 Rootfinding
2022-01-24 Convergence classes
2022-01-26 Newton methods
2022-01-28 More Newton
2022-01-31 Formulation
2022-02-04 Stability
2022-02-07 Linear Algebra
2022-02-09 Projections, rotations, and reflections
2022-02-11 Gram-Schmidt
2022-02-14 QR Factorization
2022-02-16 QR Stability
2022-02-18 Householder QR
2022-02-21 QR Retrospective
2022-02-23 Singular Value Decomposition
2022-02-25 SVD Geometry
2022-02-28 Low Rank
2022-03-02 Polynomial Interpolation
2022-03-04 Global and Piecewise Interpolation
2022-03-07 Spline interpolation
2022-03-09 Higher dimensions
2022-03-11 Noisy data
2022-03-14 Regression
2022-03-16 Beyond Linear Models
2022-03-28 Gradient Descent
2022-04-01 Nonlinear Regression
2022-04-04 Differentiation
2022-04-08 Optimization
2022-04-11 Integration
2022-04-13 Quadrature
2022-04-15 Transformed Quadrature
2022-04-18 Differential Equations
2022-04-20 Stiff equations
2022-04-22 Adaptivity
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Index
