Aug

28

I found this excellent Stanford course recently and wanted to share it with the site.

Probabilistic Graphical Models

Daphne Koller, Professor

"In this class, you will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques."

Pros:

-online
-respected teacher
-no money cost for course
-textbook is $85 at Amazon (or $100 less discount through MIT Press)
-time cost (8-10 hr/wk for 11 wks)
-prereqs: one programming language, access to Matlab or Octave, and the ability to do some abstract thinking


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