Cant wait for you to teach me some R Olivier ;) I enrolled ;) Sam Bessalah
> On Nov 26, 2013, at 7:04 PM, Olivier Grisel <olivier.gri...@ensta.org> wrote: > > https://class.stanford.edu/courses/HumanitiesScience/StatLearning/Winter2014/about > > """ > This is an introductory-level course in supervised learning, with a > focus on regression and classification methods. The syllabus includes: > linear and polynomial regression, logistic regression and linear > discriminant analysis; cross-validation and the bootstrap, model > selection and regularization methods (ridge and lasso); nonlinear > models, splines and generalized additive models; tree-based methods, > random forests and boosting; support-vector machines. Some > unsupervised learning methods are discussed: principal components and > clustering (k-means and hierarchical). > > This is not a math-heavy class, so we try and describe the methods > without heavy reliance on formulas and complex mathematics. We focus > on what we consider to be the important elements of modern data > analysis. Computing is done in R. There are lectures devoted to R, > giving tutorials from the ground up, and progressing with more > detailed sessions that implement the techniques in each chapter. > > The lectures cover all the material in An Introduction to Statistical > Learning, with Applications in R by James, Witten, Hastie and > Tibshirani (Springer, 2013). As of January 5, 2014, the pdf for this > book will be available for free, with the consent of the publisher, on > the book website. > """ > > I have just registered :) > > -- > Olivier > http://twitter.com/ogrisel - http://github.com/ogrisel > > ------------------------------------------------------------------------------ > Rapidly troubleshoot problems before they affect your business. Most IT > organizations don't have a clear picture of how application performance > affects their revenue. With AppDynamics, you get 100% visibility into your > Java,.NET, & PHP application. Start your 15-day FREE TRIAL of AppDynamics Pro! > http://pubads.g.doubleclick.net/gampad/clk?id=84349351&iu=/4140/ostg.clktrk > _______________________________________________ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general ------------------------------------------------------------------------------ Rapidly troubleshoot problems before they affect your business. Most IT organizations don't have a clear picture of how application performance affects their revenue. With AppDynamics, you get 100% visibility into your Java,.NET, & PHP application. Start your 15-day FREE TRIAL of AppDynamics Pro! http://pubads.g.doubleclick.net/gampad/clk?id=84349351&iu=/4140/ostg.clktrk _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
