IX. Applications
Linear regression, optimization, graphs, Markov chains, differential equations, Fourier transforms, signal processing, computer graphics, robotics, quantum mechanics, machine learning, PCA, and more.
| Chapter | Title |
|---|---|
| 109 | Linear Regression |
| 110 | Optimization and Linear Algebra |
| 111 | Graphs and Adjacency Matrices |
| 112 | Markov Chains |
| 113 | Differential Equations |
| 114 | Fourier Series and Transforms |
| 115 | Signal Processing |
| 116 | Computer Graphics |
| 117 | Robotics and Kinematics |
| 118 | Control Theory |
| 119 | Quantum Mechanics |
| 120 | Machine Learning |
| 121 | Principal Component Analysis |
| 122 | PageRank and Network Analysis |
| 123 | Coding Theory |
| 124 | Cryptography |
| 125 | Finite Element Methods |
| 126 | Scientific Computing |