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: generative-models-gda Notebook Viewer PDF File Slide Viewer Lecture 07: nb-lda-perceptron Notebook Viewer PDF File Slide Viewer Lecture 08: kernel-methods-part1 Notebook Viewer PDF File Slide Viewer Lecture 09: duality-kernel-regression Notebook Viewer PDF File Slide Viewer Lecture 10: svm-gaussians Notebook Viewer PDF File Slide Viewer Lecture 11: bayesian-lr-gaussian-processes Notebook Viewer PDF File 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