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A Course in Machine Learning
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  • Title A Course in Machine Learning
  • Author(s) Hal Daumé III
  • Publisher: (September 2015)
  • Hardcover N/A
  • eBook PDF Files and a single PDF (189 Page, 2.84 MB)
  • Language: English
  • ISBN-10: N/A
  • ISBN-13: N/A
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Book Description

This is a set of introductory materials that covers most major aspects of modern machine learning (supervised learning, unsupervised learning, large margin methods, probabilistic modeling, learning theory, etc.). It's focus is on broad applications with a rigorous backbone. A subset can be used for an undergraduate course; a graduate course could probably cover the entire material and then some.

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