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020
video 20
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Computer Science 171: Introduction to Artificial Intelligence |
2012-09-01
Fall 2012 |
Max Welling |
University of California - Irvine |
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| This course includes study in constraint satisfaction, optimization, games, probability and learning, and propositional and first order logic. |
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008
article 8
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Computer Science 273A: Machine Learning |
2009-03-01
Spring 2009 |
Max Welling |
University of California - Irvine |
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| This class seeks to familiarize students with various machine learning techniques for classification, regression, and dimensionality reduction, as well as a modern statistical view of machine learning. |
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010
article 10
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Computer Science 273B: Kernel-Based Learning |
2005-09-01
Fall 2005 |
Max Welling |
University of California - Irvine |
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| This course provides students an introduction to kernel methods, one of the most influential developments in modern machine learning. |