ML course I took with J Aslam @ Khoury, NEU
Link to course page: http://www.ccs.neu.edu/home/vip/teach/MLcourse/html/schedulen_mod.html
In this course, I had a chance to implement so many machine learning algorithms and techniques including Decisions Trees, Linear Regression, Gradient Descent, Perceptron Learning, Neural Network, Generative Models, Expectation–maximization (EM), AdaBoosting, Feature Extraction, PCA, SVM, SMO. Codes are in matlab and mostly Java.
Data Sets: Housing data, Spambase dataset, Wine dataset, Digits dataset, Spambase polluted dataset