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machine learning courses and class materials
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1   Link   Machine Learning Theory
by Avrim Blum at CMU 		1568
2   Link   Statistical Machine Learning
by John Lafferty and Larry Wasserman at CMU
 		1462
3   Link   Statistical Learning Theory and Applications
by Tomaso Poggio, Ryan Rifkin, Jake Bouvrie and Lorenzo Rosasco at MIT 		1547
4   Link   Theoretical Machine Learning
by Rob Schapire at Princeton 		1340
5   Link   Machine Learning: Foundations
by Yishay Mansour at the Tel-Aviv University, Israel 		1313
6   Link   Introduction to Machine Learning
by Geoffrey Hinton and Richard Zemel at Toronto University 		1522