Bayesian Reasoning and Machine Learning

Bayesian Reasoning and Machine Learning

Author: David Barber

Publisher: Cambridge University Press

ISBN: 9780521518147

Category: Computers

Page: 697

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A practical introduction perfect for final-year undergraduate and graduate students without a solid background in linear algebra and calculus.
Bayesian Reasoning and Machine Learning
Language: en
Pages: 697
Authors: David Barber
Categories: Computers
Type: BOOK - Published: 2012-02-02 - Publisher: Cambridge University Press

A practical introduction perfect for final-year undergraduate and graduate students without a solid background in linear algebra and calculus.
Bayesian Reasoning and Machine Learning South Asian Edition
Language: en
Pages:
Authors: David Barber
Categories: Computers
Type: BOOK - Published: 2014-03-19 - Publisher:

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
Bayesian Reasoning and Machine Learning
Language: en
Pages: 697
Authors: David Barber
Categories: Bayesian statistical decision theory
Type: BOOK - Published: 2012 - Publisher:

"Vast amounts of data present amajor challenge to all thoseworking in computer science, and its many related fields, who need to process and extract value from such data. Machine learning technology is already used to help with this task in a wide range of industrial applications, including search engines, DNA
Bayesian Reasoning and Machine Learning
Language: en
Pages: 697
Authors: David Barber
Categories: Bayesian statistical decision theory
Type: BOOK - Published: 2012 - Publisher:

"Vast amounts of data present amajor challenge to all thoseworking in computer science, and its many related fields, who need to process and extract value from such data. Machine learning technology is already used to help with this task in a wide range of industrial applications, including search engines, DNA
Bayesian Reasoning and Gaussian Processes for Machine Learning Applications
Language: en
Pages: 144
Authors: Taylor & Francis Group
Categories: Bayesian statistical decision theory
Type: BOOK - Published: 2022-04-13 - Publisher: CRC Press

The book talks about Bayesian Reasoning and Gaussian Processes in machine learning applications. It contains recent advancement in machine learning and highlights the applications of machine learning algorithms. This book is primarily aimed at graduates, researchers and professionals in the field of data science and machine learning.