HY Lee ML
I collects the notes I made for Prof. Hung-Yi Lee’s youtube ML Lectures here.
Lecture 2 Model selection, sources of error and cross validation
Lecture 4 Classification: Probabilistic Generative Model
Lecture 5 Classification: Logistic Regression
Lecture 6 Brief Introduction to Deep Learning
Lecture 9 Tips for Deep Learning
Lecture 12 Semi-Supervised Learning
Lecture 13 Unsupervised Learning: Linear Methods
Lecture 17 & 18 Deep Generative Model
Lecture 20: Support Vector Machine