Skip to content

Commit

Permalink
Adding Machine Learning Course from Columbia University
Browse files Browse the repository at this point in the history
  • Loading branch information
BhavdeepSethi committed Dec 30, 2014
1 parent f0db19c commit 42d1ba0
Showing 1 changed file with 6 additions and 0 deletions.
6 changes: 6 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -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)



-----

Expand Down

0 comments on commit 42d1ba0

Please sign in to comment.