Author(s) Name:  Kevin P. Murphy

About the Book:

   Machine Learning offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach. The book is written in an informal, accessible style, complete with pseudocode for the most important algorithms. All topics are copiously illustrated with colorful images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics.
   Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way.

ISBN:  9780262018029

Publisher:  MIT Press Publisher

Year of Publication:  2012

Book Link:  Home Page Url