Numerical Computing for Engineers

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