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 Gaussian Processes for Machine Learning Applications
Language: en
Pages: 147
Authors: Hemachandran K, Shubham Tayal, Preetha Mary George, Parveen Singla, Utku Kose
Categories: Business & Economics
Type: BOOK - Published: 2022-04-14 - Publisher: CRC Press

This book introduces Bayesian reasoning and Gaussian processes into machine learning applications. Bayesian methods are applied in many areas, such as game development, decision making, and drug discovery. It is very effective for machine learning algorithms in handling missing data and extracting information from small datasets. Bayesian Reasoning and Gaussian
Bayesian Reasoning and Gaussian Processes for Machine Learning Applications
Language: en
Pages: 147
Authors: Hemachandran K, Shubham Tayal, Preetha Mary George, Parveen Singla, Utku Kose
Categories: Business & Economics
Type: BOOK - Published: 2022-04-14 - Publisher: CRC Press

This book introduces Bayesian reasoning and Gaussian processes into machine learning applications. Bayesian methods are applied in many areas, such as game development, decision making, and drug discovery. It is very effective for machine learning algorithms in handling missing data and extracting information from small datasets. Bayesian Reasoning and Gaussian
Machine Learning and Knowledge Discovery in Databases
Language: en
Pages: 745
Authors: Peggy Cellier, Kurt Driessens
Categories: Computers
Type: BOOK - Published: 2020-03-27 - Publisher: Springer Nature

This two-volume set constitutes the refereed proceedings of the workshops which complemented the 19th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in Würzburg, Germany, in September 2019. The 70 full papers and 46 short papers presented in the two-volume set were carefully reviewed