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Introduction to Machine Learning
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  • Title Introduction to Machine Learning
  • Author(s) Amnon Shashua
  • Publisher: Hebrew University of Jerusalem ( Fall, 2008), and arXiv.org
  • Hardcover/Paperback N/A
  • eBook PDF
  • Language: English
  • ISBN-10/ASIN: N/A
  • ISBN-13: N/A
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Book Description

In this book, it will be exploring machine learning, the concepts that run these technologies and by the time you get to the end you will have more knowledge than many and will be equipped to start building your own applications.

It covers Statistical Inference (Bayes, EM, ML/MaxEnt duality), algebraic and spectral methods (PCA, LDA, CCA, Clustering), and PAC learning (the Formal model, VC dimension, Double Sampling theorem).

About the Authors
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