Review Notes for CS357: Numerical Methods
This note set is recommended for quiz and exam review, reading the textbook and watching the lecture are better during the semester.
Topics and important information in this note set are from
| Module No. | Topic | Link | Change Log |
|---|---|---|---|
| 01 | Introduction | Link | |
| 02 | Python | Link | |
| 03 | Error & Big-O | Link | |
| 04 | Floating Point | Link | |
| 05 | Rounding & Cancellation | Link | |
| 06 | Taylor Series | Link | |
| 07 | Randomness & Monte Carlo Methods | Link | |
| 08 | Vectors, Matrices & Norms | Link | |
| 09 | Linear System of Equations | ||
| 10 | Sparse Matrices | ||
| 11 | Conditioning | ||
| 12 | Eigenvalues | ||
| 13 | Markov Chains | ||
| 14 | Finite Difference Methods | Link | |
| 15 | Nonlinear System of Equations | Link | |
| 16 | Optimization | Link | |
| 17 | Linear Least Squares | Link | New Added |
| 18 | Singular Value Decomposition | Link | New Added |
| 19 | Principal Component Analysis |