Коллекция полезных ссылок:
10-701/15-781, Spring 2011 Carnegie Mellon University Machine Learning.
The Elements of Statistical Learning (free pdf book)
Information Theory, Inference, and Learning Algorithms (free pdf book)
Videos from Autumn School 2006: Machine Learning over Text and Images
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