From 42d1ba07a5c557346a1051f8323a4fcdd7a85cd8 Mon Sep 17 00:00:00 2001 From: Bhavdeep Sethi Date: Tue, 30 Dec 2014 02:28:00 -0500 Subject: [PATCH] Adding Machine Learning Course from Columbia University --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index a9bef21..a8b2065 100644 --- a/README.md +++ b/README.md @@ -242,6 +242,12 @@ Courses - [Readings](http://philipmjohnson.github.io/ics314f13/readings/) - [Experiences](http://philipmjohnson.github.io/ics314f13/experiences/) - [Assessments](http://philipmjohnson.github.io/ics314f13/assessments/) +- [COMS 4771](http://www.cs.columbia.edu/~jebara/4771/index.html) **Machine Learning** *Columbia University* + - Taught by [Tony Jebara](http://www.cs.columbia.edu/~jebara/resume.html) + - This course introduces topics in Machine Learning for both generative and discriminative estimation. Material will include least squares methods, Gaussian distributions, linear classification, linear regression, maximum likelihood, exponential family distributions, Bayesian networks, Bayesian inference, mixture models, the EM algorithm, graphical models, hidden Markov models, support vector machines, and kernel methods. + - [Lectures](http://www.cs.columbia.edu/~jebara/4771/handouts.html) + + -----