DEEP LEARNING FOUNDATIONS FROM SCRATCH

LECTURE 0. Introduction and course logistics  slides     

LECTURE 1. Introduction to linear regression  slides  notes

LECTURE 2. Linear regression (continued)  slides  notes     

LECTURE 3. Logistic regression  slides  notes       

LECTURE 4. The perceptron  slides  notes         

           LECTURE 5. One-versus-All multi-class classification  slides  notes

LECTURE 6. Linear multi-class classification  slides  notes  

                    LECTURE 7. Introduction to nonlinear supervised learning  slides