Recorded Lectures: ML, ERM, Linear Models

Maximum Likelihood and Empirical Risk

Empirical Risk Minimization and Maximum Likelihood

-N/A, please refer to recorded lectures-

Introduction to Information Theory

https://youtu.be/kYkT20dH4wE

Linear Regression and Classification revisited

Introduction to Linear Regression

Introduction to Classification

Introduction to Logistic Regression