Useful links


General Kaggle competitions The Smartest Machine on Earth Books Introduction to data mining (TSK) book slides Elements of Statistical Learning Mining of massive datasets Networks, crowds, and markets Introduction to information retrieval Information Theory Inference and Learning Algorithms Gaussian Processes for Machine Learning Introduction to Octave Software Numerical computation: Octave, Matlab, R, Rstudio Interactive ML: Weka Python ML: scikit-learn Toolbox: shogun Linux: Fedora, Ubuntu Linux/windows: VirtualBox, Libre Office Software repositories: Machine learning, Kernel methods SVM: libSVM, SVMlight, MatlabToolbox, other SVM applets: classification, regression Latex Latex home page, CTAN Editors: Lyx, Texmaker, Kile Slides: Beamer, Prosper Posters: Example 1, Example 2, Example 3 The science of scientific writing Papers Galvin library databases IEEE ACM CiteSeer Computer vision bibliography	Data UCI data sets repository Amazon (AWS) public datasets Google public data Yahoo sandbox Infochimps data marketplace KDD-Cup UCI KDD repository Wolframalpha disease and patient statistics Visual analytics benchmark repository US census bureau and Federal Reserve statistics Enron emails: download, browse, search UCR time series data and Time series data library DDL Reuters-21578 Spam email and Text categorization Sentiment analysis Financial data and Yahoo finance Image data Tobacco Litigation Documents MNIST characters (and in malab format) Spam images PASCAL object recognition data sets Urban Classification and 3D Building Reconstruction Face recognition and more data Offline handwriting recognition Arabic handwriting recognition contest Signature recognition ICDAR competitions: 2003, 2005, 2007, 2009, 2011 Symbol recognition contest Arc segmentation contest Video sequences Image databases and test images

Updated on January 10, 2013