List of lectures for EECS 545 W16 Lecture 03: convex-functions-optimization Notebook Viewer PDF File Slide Viewer Lecture 04: linear-regression-part1 Notebook Viewer PDF File Slide Viewer Lecture 05: linear-regression-part2 Notebook Viewer PDF File Slide Viewer Lecture 06: bayesian-lr-gaussian-processes Notebook Viewer Slide Viewer Lecture 07: logistic-regression-perceptron Notebook Viewer Slide Viewer Lecture 08: NaiveBayes-GDA-LDA Notebook Viewer Slide Viewer Lecture 09: kernel-methods Notebook Viewer Slide Viewer Lecture 12: ml_advice Notebook Viewer PDF File Slide Viewer Lecture 13: bias-variance-and-info-theory Notebook Viewer PDF File Slide Viewer Lecture 14: bayesian_networks Notebook Viewer PDF File Slide Viewer Lecture 15: latent-variables-independence-clustering Notebook Viewer PDF File Slide Viewer Lecture 16: clustering-mixtures-em Notebook Viewer PDF File Slide Viewer Lecture 17: gmm-hmm Notebook Viewer PDF File Slide Viewer Lecture 18: pgm-inference-applications Notebook Viewer PDF File Slide Viewer Lecture 19: pca_ica Notebook Viewer PDF File Slide Viewer Lecture 20: mds_nldr Notebook Viewer PDF File Slide Viewer Lecture 22: neural-networks-part1 Notebook Viewer PDF File Slide Viewer Lecture 23: neural-networks-part2 Notebook Viewer PDF File Slide Viewer Lecture 24: decision_trees_bagging_boosting Notebook Viewer PDF File Slide Viewer