Week Subject Handouts 2 PAC ps pdf 3 Perceptron ps pdf 4 SVM I ps pdf 5 SVM II ps pdf 6 Generalization - part I ps pdf 7 Generalization - part II ps pdf 8 Boosting ps pdf 9 PCA ps pdf 10 LDA ps pdf 11 Bayes I (6.6M / 153k) ps pdf eps 13 EM I (5M / 600k) ps pdf eps 14 EM II (3M / 430k) ps pdf eps