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<a href="http://videolectures.net/mlss04_bishop_gmvm/">Christopher Bishop's Guide</a>
<a href="http://rads.stackoverflow.com/amzn/click/0262013193">Probabilistic Graph Models</a>
<a href="http://shop.oreilly.com/product/0636920020424.do?sortby=publicationDate">Social Network Analysis for Startups</a>
<a href="http://www.ml-class.org/">Stanford Online - Machine Learning</a>
<a href="http://www.textgraphs.org/ws11">Graphs and Natural Language Processing</a>
<a href="http://rads.stackoverflow.com/amzn/click/0521896134">Natural Language Processing Book</a>