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