EE 221 Numerical Computing for Engineers

PDF lecture notes (Youtube videos)

  1. Introduction

  2. Arrays

  3. Programming structures

  4. Input and output

  5. 2D plots

  6. 3D plots and animation

  7. Root finding I

  8. Root finding II

  9. Polynomials

  10. Linear algebra

  11. Linear systems I

  12. Linear systems II

  13. Nonlinear systems

  14. Interpolation I

  15. Interpolation II

  16. Interpolation in 2D

  17. Optimization in 1D

  18. Optimization in nD

  19. Curve fitting I

  20. Curve fitting II

  21. Numerical differentiation

  22. Numerical integration

  23. Random numbers