### Logistic Regression

February 20, 2020 · (Last Modification: April 28, 2022) · Anthony Tan

### An Introduction to Probabilistic Generative Models

February 20, 2020 · (Last Modification: April 28, 2022) · Anthony Tan

### Fisher Linear Discriminant(LDA)

February 19, 2020 · (Last Modification: April 28, 2022) · Anthony Tan

### Discriminant Functions and Decision Boundary

February 17, 2020 · (Last Modification: April 28, 2022) · Anthony Tan

### Least Squares in Classification

February 17, 2020 · (Last Modification: April 28, 2022) · Anthony Tan

### From Linear Regression to Linear Classification

February 17, 2020 · (Last Modification: April 28, 2022) · Anthony Tan

### Polynomial Regression and Features-Extension of Linear Regression

February 15, 2020 · (Last Modification: April 30, 2022) · Anthony Tan

### Maximum Likelihood Estimation

February 15, 2020 · (Last Modification: April 28, 2022) · Anthony Tan

### Least Squares Estimation

February 14, 2020 · (Last Modification: April 28, 2022) · Anthony Tan