CAS 708 / Scientific Computing

3 unit(s)

Staff

This course covers numerical methods for linear systems, linear least squares, eigenvalues and singular values, nonlinear systems, interpolation, numerical integration, and initial-value problems in ordinary differential equations. Topics also include floating-point arithmetic, error analysis, and introductions to automatic differentiation and machine learning.