Name: Bayesian Reasoning and Machine Learning (en Inglés)
Price: 123.09 USD
Availability: InStock
Author: David Barber
ISBN: 9780521518147

portada Bayesian Reasoning and Machine Learning (en Inglés)

Bayesian Reasoning and Machine Learning (en Inglés)

Formato

Libro Físico

Editorial

Cambridge University Press

Autor

David Barber

Tema

general; computer vision & pattern recognition

Año

2012

Idioma

Inglés

N° páginas

735

Encuadernación

Tapa Dura

ISBN

0521518148

ISBN13

9780521518147

N° edición

Categorías

Reconocimiento de formas
Visión por ordenador

Bayesian Reasoning and Machine Learning (en Inglés)

David Barber (Autor) · Cambridge University Press · Tapa Dura

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Reseña del libro "Bayesian Reasoning and Machine Learning (en Inglés)"

Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.