### Notation

### Linear Modeling: A Least Square Approach

### Linear Modeling: A Maximum Likelihood Approach

### Perceptrons from scratch with R

### Neural networks from scratch with R

### Neural networks from scratch using matrix with R

### Kernel Principal Component Analysis from scratch with R

### Eigenvalues and Differential Equations

### Singular Value Decomposition

### Dynamic Mode Decomposition