Tutorials

09/14/12, [pdf], Probability for ML; Linear regression

09/21/12, [pdf, .m], Regularization & Cross-Validation; Linear regression Matlab demo

09/28/12, [pdf], Optimization for ML

10/05/12, [.zip], kNN & Naive Bayes

10/12/12, [.tar], Neural networks Examples

10/19/12, [pdf], Mid-term Review

10/26/12, [pdf], Clustering

11/02/12, [pdf], Dimensionality Reduction

11/09/12, [pdf, .zip], SVM Tutorial